load

## Warning: パッケージ 'magrittr' はバージョン 4.3.1 の R の下で造られました
## Warning: パッケージ 'ggplot2' はバージョン 4.3.3 の R の下で造られました
## Warning: パッケージ 'modelsummary' はバージョン 4.3.3 の R の下で造られました
## Version 2.0.0 of `modelsummary`, to be released soon, will introduce a
##   breaking change: The default table-drawing package will be `tinytable`
##   instead of `kableExtra`. All currently supported table-drawing packages
##   will continue to be supported for the foreseeable future, including
##   `kableExtra`, `gt`, `huxtable`, `flextable, and `DT`.
##   
##   You can always call the `config_modelsummary()` function to change the
##   default table-drawing package in persistent fashion. To try `tinytable`
##   now:
##   
##   config_modelsummary(factory_default = 'tinytable')
##   
##   To set the default back to `kableExtra`:
##   
##   config_modelsummary(factory_default = 'kableExtra')
## Warning: パッケージ 'here' はバージョン 4.3.3 の R の下で造られました
## here() starts at G:/マイドライブ/大学/UTMD/相性推定/utmd_match_effect

[1] “G:/マイドライブ/大学/UTMD/相性推定/utmd_match_effect” bias_table_num_process_10_num_agents_5_num_category_5 t_stats_table_num_process_10_num_agents_5_num_category_5 beta_hat_table_num_process_10_num_agents_5_num_category_5 bias_table_num_process_20_num_agents_5_num_category_5 t_stats_table_num_process_20_num_agents_5_num_category_5 beta_hat_table_num_process_20_num_agents_5_num_category_5 bias_table_num_process_30_num_agents_5_num_category_5 t_stats_table_num_process_30_num_agents_5_num_category_5 beta_hat_table_num_process_30_num_agents_5_num_category_5 bias_table_num_process_40_num_agents_5_num_category_5 t_stats_table_num_process_40_num_agents_5_num_category_5 beta_hat_table_num_process_40_num_agents_5_num_category_5 bias_table_num_process_50_num_agents_5_num_category_5 t_stats_table_num_process_50_num_agents_5_num_category_5 beta_hat_table_num_process_50_num_agents_5_num_category_5 bias_table_num_process_100_num_agents_5_num_category_5 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t_stats_table_num_process_50_num_agents_5_num_category_30 beta_hat_table_num_process_50_num_agents_5_num_category_30 bias_table_num_process_100_num_agents_5_num_category_30 t_stats_table_num_process_100_num_agents_5_num_category_30 beta_hat_table_num_process_100_num_agents_5_num_category_30 bias_table_num_process_10_num_agents_5_num_category_50 t_stats_table_num_process_10_num_agents_5_num_category_50 beta_hat_table_num_process_10_num_agents_5_num_category_50 bias_table_num_process_20_num_agents_5_num_category_50 t_stats_table_num_process_20_num_agents_5_num_category_50 beta_hat_table_num_process_20_num_agents_5_num_category_50 bias_table_num_process_30_num_agents_5_num_category_50 t_stats_table_num_process_30_num_agents_5_num_category_50 beta_hat_table_num_process_30_num_agents_5_num_category_50 bias_table_num_process_40_num_agents_5_num_category_50 t_stats_table_num_process_40_num_agents_5_num_category_50 beta_hat_table_num_process_40_num_agents_5_num_category_50 bias_table_num_process_50_num_agents_5_num_category_50 t_stats_table_num_process_50_num_agents_5_num_category_50 beta_hat_table_num_process_50_num_agents_5_num_category_50 bias_table_num_process_100_num_agents_5_num_category_50 t_stats_table_num_process_100_num_agents_5_num_category_50 beta_hat_table_num_process_100_num_agents_5_num_category_50 bias_table_num_process_10_num_agents_20_num_category_10 t_stats_table_num_process_10_num_agents_20_num_category_10 beta_hat_table_num_process_10_num_agents_20_num_category_10 bias_table_num_process_20_num_agents_20_num_category_10 t_stats_table_num_process_20_num_agents_20_num_category_10 beta_hat_table_num_process_20_num_agents_20_num_category_10 bias_table_num_process_30_num_agents_20_num_category_10 t_stats_table_num_process_30_num_agents_20_num_category_10 beta_hat_table_num_process_30_num_agents_20_num_category_10 bias_table_num_process_40_num_agents_20_num_category_10 t_stats_table_num_process_40_num_agents_20_num_category_10 beta_hat_table_num_process_40_num_agents_20_num_category_10 bias_table_num_process_50_num_agents_20_num_category_10 t_stats_table_num_process_50_num_agents_20_num_category_10 beta_hat_table_num_process_50_num_agents_20_num_category_10 bias_table_num_process_100_num_agents_20_num_category_10 t_stats_table_num_process_100_num_agents_20_num_category_10 beta_hat_table_num_process_100_num_agents_20_num_category_10

The regression model on outcome \(Y_{ijt}\) is specified as follows:

\(Y_{ijt}=\alpha_{i}+\beta_{j}+\mu_{ij}+\varepsilon_{ijt}\)

where \(\alpha_{i}\) is worker \(i\)’s fixed effect, \(\beta_{j}\) is category \(j\)’s fixed effect, \(\mu_{ij}\) is \((i,j)\)-match effect, and \(\varepsilon_{ijt}\) is assumed to be i.i.d standard normal error.

As true DGP, we fix the above parameters as follows:

Identification

Bias and power results

Bias should be mean zero. Rejection probability based on t-statistics should be more than 0.8 at significance level \(\alpha= 0.05\) for reasonable power (検出力).

Benchmark data worker=20, category=10

num_process = 10, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -14.961 0.295 -15.775 -14.971 -13.708
factor(worker_id)-8.5 100 0 2.453 0.422 0.685 2.429 3.600
factor(worker_id)-7.5 100 0 4.234 0.445 2.677 4.243 5.482
factor(worker_id)-6.5 100 0 3.542 0.454 2.439 3.519 4.618
factor(worker_id)-5.5 100 0 5.555 0.458 4.059 5.589 6.563
factor(worker_id)-4.5 100 0 5.902 0.418 4.748 5.897 6.928
factor(worker_id)-3.5 100 0 5.333 0.451 4.048 5.357 6.293
factor(worker_id)-2.5 100 0 7.812 0.437 6.585 7.821 9.098
factor(worker_id)-1.5 100 0 10.514 0.461 8.816 10.547 11.585
factor(worker_id)-0.5 100 0 10.103 0.420 9.010 10.136 11.225
factor(worker_id)0.5 100 0 11.373 0.452 10.011 11.356 12.518
factor(worker_id)1.5 100 0 10.887 0.395 9.936 10.919 11.921
factor(worker_id)2.5 100 0 13.955 0.456 12.440 13.970 15.193
factor(worker_id)3.5 100 0 14.122 0.428 12.251 14.131 15.173
factor(worker_id)4.5 100 0 14.467 0.456 13.084 14.506 15.826
factor(worker_id)5.5 100 0 16.926 0.437 15.638 16.884 17.916
factor(worker_id)6.5 100 0 16.197 0.416 15.070 16.201 17.329
factor(worker_id)7.5 100 0 16.483 0.395 15.019 16.495 17.352
factor(worker_id)8.5 100 0 20.253 0.438 19.019 20.237 21.583
factor(worker_id)9.5 100 0 19.869 0.438 18.387 19.881 20.974
factor(category_id)-3.5 100 0 0.957 0.443 -0.560 0.950 2.316
factor(category_id)-2.5 100 0 3.324 0.403 1.806 3.351 4.359
factor(category_id)-1.5 100 0 3.613 0.438 2.206 3.642 4.666
factor(category_id)-0.5 100 0 4.551 0.477 2.393 4.538 5.596
factor(category_id)0.5 100 0 5.539 0.421 4.182 5.562 6.667
factor(category_id)1.5 100 0 6.397 0.458 4.578 6.397 7.215
factor(category_id)2.5 100 0 7.721 0.394 6.333 7.686 8.586
factor(category_id)3.5 100 0 9.346 0.412 8.324 9.321 10.548
factor(category_id)4.5 100 0 11.895 0.467 10.490 11.934 12.871
factor(worker_id)-8.5:factor(category_id)-3.5 100 0 -0.864 0.634 -2.487 -0.853 1.167
factor(worker_id)-7.5:factor(category_id)-3.5 100 0 -0.681 0.655 -2.493 -0.727 0.706
factor(worker_id)-6.5:factor(category_id)-3.5 100 0 -0.775 0.594 -2.330 -0.734 0.532
factor(worker_id)-5.5:factor(category_id)-3.5 100 0 -0.683 0.662 -2.440 -0.675 1.408
factor(worker_id)-4.5:factor(category_id)-3.5 100 0 -0.191 0.540 -2.431 -0.147 0.887
factor(worker_id)-3.5:factor(category_id)-3.5 100 0 3.135 0.664 1.445 3.130 4.963
factor(worker_id)-2.5:factor(category_id)-3.5 100 0 0.113 0.664 -1.723 0.006 1.883
factor(worker_id)-1.5:factor(category_id)-3.5 100 0 -1.184 0.702 -3.424 -1.171 1.130
factor(worker_id)-0.5:factor(category_id)-3.5 100 0 0.413 0.583 -1.016 0.437 1.991
factor(worker_id)0.5:factor(category_id)-3.5 100 0 -0.368 0.626 -1.990 -0.387 1.120
factor(worker_id)1.5:factor(category_id)-3.5 100 0 1.265 0.641 -0.692 1.338 3.000
factor(worker_id)2.5:factor(category_id)-3.5 100 0 1.012 0.644 -0.676 1.026 3.048
factor(worker_id)3.5:factor(category_id)-3.5 100 0 -0.417 0.667 -2.134 -0.447 2.233
factor(worker_id)4.5:factor(category_id)-3.5 100 0 1.581 0.636 -0.129 1.593 3.182
factor(worker_id)5.5:factor(category_id)-3.5 100 0 -0.911 0.603 -2.904 -0.865 0.493
factor(worker_id)6.5:factor(category_id)-3.5 100 0 2.140 0.618 0.697 2.152 3.522
factor(worker_id)7.5:factor(category_id)-3.5 100 0 1.086 0.609 -0.248 1.087 2.976
factor(worker_id)8.5:factor(category_id)-3.5 100 0 -1.300 0.662 -3.585 -1.236 0.135
factor(worker_id)9.5:factor(category_id)-3.5 100 0 -0.274 0.636 -2.237 -0.261 1.187
factor(worker_id)-8.5:factor(category_id)-2.5 100 0 -2.123 0.582 -3.668 -2.146 0.122
factor(worker_id)-7.5:factor(category_id)-2.5 100 0 -3.026 0.599 -4.725 -2.990 -0.595
factor(worker_id)-6.5:factor(category_id)-2.5 100 0 -1.790 0.626 -3.498 -1.711 0.006
factor(worker_id)-5.5:factor(category_id)-2.5 100 0 -2.320 0.601 -3.959 -2.294 -0.421
factor(worker_id)-4.5:factor(category_id)-2.5 100 0 -2.369 0.579 -3.489 -2.379 -0.171
factor(worker_id)-3.5:factor(category_id)-2.5 100 0 1.219 0.612 0.113 1.185 2.764
factor(worker_id)-2.5:factor(category_id)-2.5 100 0 -1.347 0.566 -2.619 -1.313 0.069
factor(worker_id)-1.5:factor(category_id)-2.5 100 0 -1.958 0.609 -3.413 -2.062 -0.169
factor(worker_id)-0.5:factor(category_id)-2.5 100 0 -1.090 0.594 -2.309 -1.122 0.517
factor(worker_id)0.5:factor(category_id)-2.5 100 0 -1.617 0.589 -2.916 -1.640 0.420
factor(worker_id)1.5:factor(category_id)-2.5 100 0 0.533 0.522 -0.709 0.485 1.701
factor(worker_id)2.5:factor(category_id)-2.5 100 0 -1.360 0.560 -2.896 -1.311 0.307
factor(worker_id)3.5:factor(category_id)-2.5 100 0 -3.484 0.574 -5.086 -3.507 -1.669
factor(worker_id)4.5:factor(category_id)-2.5 100 0 -0.135 0.588 -1.561 -0.205 1.556
factor(worker_id)5.5:factor(category_id)-2.5 100 0 -1.859 0.644 -3.455 -1.871 -0.164
factor(worker_id)6.5:factor(category_id)-2.5 100 0 0.003 0.602 -1.829 0.021 1.762
factor(worker_id)7.5:factor(category_id)-2.5 100 0 -0.515 0.597 -1.641 -0.583 1.045
factor(worker_id)8.5:factor(category_id)-2.5 100 0 -3.729 0.552 -5.525 -3.782 -2.361
factor(worker_id)9.5:factor(category_id)-2.5 100 0 -2.059 0.576 -3.583 -2.057 -0.291
factor(worker_id)-8.5:factor(category_id)-1.5 100 0 -1.530 0.624 -2.810 -1.574 0.790
factor(worker_id)-7.5:factor(category_id)-1.5 100 0 -2.123 0.592 -3.459 -2.210 -0.339
factor(worker_id)-6.5:factor(category_id)-1.5 100 0 -1.300 0.658 -3.232 -1.244 0.159
factor(worker_id)-5.5:factor(category_id)-1.5 100 0 0.251 0.621 -1.302 0.295 1.652
factor(worker_id)-4.5:factor(category_id)-1.5 100 0 0.900 0.588 -0.579 0.927 2.160
factor(worker_id)-3.5:factor(category_id)-1.5 100 0 0.257 0.604 -1.460 0.254 2.039
factor(worker_id)-2.5:factor(category_id)-1.5 100 0 -1.194 0.699 -2.986 -1.209 0.597
factor(worker_id)-1.5:factor(category_id)-1.5 100 0 -3.339 0.703 -5.181 -3.290 -1.329
factor(worker_id)-0.5:factor(category_id)-1.5 100 0 -2.022 0.590 -3.705 -1.974 -0.340
factor(worker_id)0.5:factor(category_id)-1.5 100 0 -1.101 0.638 -2.795 -1.097 0.567
factor(worker_id)1.5:factor(category_id)-1.5 100 0 0.678 0.583 -0.969 0.687 2.013
factor(worker_id)2.5:factor(category_id)-1.5 100 0 -0.802 0.613 -1.987 -0.812 0.754
factor(worker_id)3.5:factor(category_id)-1.5 100 0 -2.729 0.577 -3.958 -2.737 -0.313
factor(worker_id)4.5:factor(category_id)-1.5 100 0 -0.540 0.715 -2.261 -0.514 1.398
factor(worker_id)5.5:factor(category_id)-1.5 100 0 -2.765 0.693 -4.423 -2.812 -0.669
factor(worker_id)6.5:factor(category_id)-1.5 100 0 0.836 0.607 -0.893 0.812 2.473
factor(worker_id)7.5:factor(category_id)-1.5 100 0 0.085 0.611 -1.241 0.057 1.761
factor(worker_id)8.5:factor(category_id)-1.5 100 0 -2.508 0.642 -4.068 -2.567 -0.296
factor(worker_id)9.5:factor(category_id)-1.5 100 0 0.924 0.598 -0.829 0.892 2.399
factor(worker_id)-8.5:factor(category_id)-0.5 100 0 0.992 0.646 -0.560 0.913 4.112
factor(worker_id)-7.5:factor(category_id)-0.5 100 0 0.352 0.643 -1.023 0.335 2.991
factor(worker_id)-6.5:factor(category_id)-0.5 100 0 -1.145 0.646 -2.794 -1.074 0.479
factor(worker_id)-5.5:factor(category_id)-0.5 100 0 -0.469 0.715 -2.244 -0.460 1.761
factor(worker_id)-4.5:factor(category_id)-0.5 100 0 0.704 0.622 -0.902 0.720 2.220
factor(worker_id)-3.5:factor(category_id)-0.5 100 0 -0.662 0.675 -1.893 -0.723 2.009
factor(worker_id)-2.5:factor(category_id)-0.5 100 0 -0.634 0.652 -2.662 -0.614 1.477
factor(worker_id)-1.5:factor(category_id)-0.5 100 0 -2.004 0.639 -3.355 -2.022 0.309
factor(worker_id)-0.5:factor(category_id)-0.5 100 0 0.668 0.679 -0.761 0.650 2.766
factor(worker_id)0.5:factor(category_id)-0.5 100 0 0.235 0.694 -1.276 0.214 2.687
factor(worker_id)1.5:factor(category_id)-0.5 100 0 1.675 0.700 -0.149 1.652 3.450
factor(worker_id)2.5:factor(category_id)-0.5 100 0 -1.793 0.659 -3.258 -1.775 0.434
factor(worker_id)3.5:factor(category_id)-0.5 100 0 0.414 0.628 -0.812 0.345 3.339
factor(worker_id)4.5:factor(category_id)-0.5 100 0 1.287 0.662 -0.310 1.300 4.076
factor(worker_id)5.5:factor(category_id)-0.5 100 0 -1.787 0.675 -3.193 -1.827 0.732
factor(worker_id)6.5:factor(category_id)-0.5 100 0 -0.653 0.651 -2.114 -0.712 1.066
factor(worker_id)7.5:factor(category_id)-0.5 100 0 0.119 0.673 -1.597 0.082 3.229
factor(worker_id)8.5:factor(category_id)-0.5 100 0 -2.665 0.618 -4.157 -2.691 -0.834
factor(worker_id)9.5:factor(category_id)-0.5 100 0 0.839 0.626 -0.513 0.829 2.617
factor(worker_id)-8.5:factor(category_id)0.5 100 0 -1.442 0.588 -2.980 -1.400 0.010
factor(worker_id)-7.5:factor(category_id)0.5 100 0 -0.886 0.605 -2.256 -0.835 0.376
factor(worker_id)-6.5:factor(category_id)0.5 100 0 -2.950 0.662 -4.310 -3.011 -0.987
factor(worker_id)-5.5:factor(category_id)0.5 100 0 -0.739 0.616 -2.340 -0.755 1.044
factor(worker_id)-4.5:factor(category_id)0.5 100 0 -1.399 0.611 -2.835 -1.481 0.797
factor(worker_id)-3.5:factor(category_id)0.5 100 0 1.482 0.660 0.079 1.431 2.893
factor(worker_id)-2.5:factor(category_id)0.5 100 0 0.031 0.645 -1.533 -0.025 1.319
factor(worker_id)-1.5:factor(category_id)0.5 100 0 -1.104 0.589 -2.407 -1.064 0.573
factor(worker_id)-0.5:factor(category_id)0.5 100 0 -0.068 0.623 -1.413 -0.023 1.871
factor(worker_id)0.5:factor(category_id)0.5 100 0 -0.808 0.565 -2.032 -0.843 0.505
factor(worker_id)1.5:factor(category_id)0.5 100 0 1.551 0.604 0.152 1.455 3.204
factor(worker_id)2.5:factor(category_id)0.5 100 0 -2.513 0.573 -4.214 -2.617 -1.193
factor(worker_id)3.5:factor(category_id)0.5 100 0 -0.664 0.607 -1.765 -0.743 0.900
factor(worker_id)4.5:factor(category_id)0.5 100 0 -1.618 0.613 -3.536 -1.619 0.201
factor(worker_id)5.5:factor(category_id)0.5 100 0 -1.756 0.620 -3.484 -1.761 -0.405
factor(worker_id)6.5:factor(category_id)0.5 100 0 -0.656 0.584 -2.133 -0.740 0.892
factor(worker_id)7.5:factor(category_id)0.5 100 0 0.813 0.562 -0.359 0.777 2.338
factor(worker_id)8.5:factor(category_id)0.5 100 0 -0.749 0.633 -2.866 -0.759 0.580
factor(worker_id)9.5:factor(category_id)0.5 100 0 -0.103 0.634 -1.844 -0.074 1.526
factor(worker_id)-8.5:factor(category_id)1.5 100 0 -0.614 0.640 -2.019 -0.647 1.595
factor(worker_id)-7.5:factor(category_id)1.5 100 0 -1.416 0.645 -2.705 -1.415 0.762
factor(worker_id)-6.5:factor(category_id)1.5 100 0 0.172 0.652 -1.580 0.151 2.010
factor(worker_id)-5.5:factor(category_id)1.5 100 0 -1.690 0.581 -2.812 -1.765 0.084
factor(worker_id)-4.5:factor(category_id)1.5 100 0 -1.171 0.620 -2.553 -1.306 0.455
factor(worker_id)-3.5:factor(category_id)1.5 100 0 0.822 0.641 -0.541 0.862 2.882
factor(worker_id)-2.5:factor(category_id)1.5 100 0 -0.401 0.690 -1.841 -0.449 1.533
factor(worker_id)-1.5:factor(category_id)1.5 100 0 -0.791 0.644 -2.162 -0.821 1.438
factor(worker_id)-0.5:factor(category_id)1.5 100 0 -0.435 0.647 -2.270 -0.458 1.058
factor(worker_id)0.5:factor(category_id)1.5 100 0 -0.462 0.647 -1.720 -0.509 1.721
factor(worker_id)1.5:factor(category_id)1.5 100 0 0.160 0.653 -1.121 0.175 1.734
factor(worker_id)2.5:factor(category_id)1.5 100 0 -1.579 0.699 -3.237 -1.594 0.537
factor(worker_id)3.5:factor(category_id)1.5 100 0 0.480 0.630 -0.971 0.467 3.120
factor(worker_id)4.5:factor(category_id)1.5 100 0 0.812 0.665 -0.699 0.812 2.460
factor(worker_id)5.5:factor(category_id)1.5 100 0 -0.674 0.598 -1.763 -0.726 1.373
factor(worker_id)6.5:factor(category_id)1.5 100 0 1.769 0.620 0.288 1.834 3.578
factor(worker_id)7.5:factor(category_id)1.5 100 0 0.471 0.625 -1.086 0.448 2.738
factor(worker_id)8.5:factor(category_id)1.5 100 0 -1.358 0.628 -2.865 -1.439 0.408
factor(worker_id)9.5:factor(category_id)1.5 100 0 0.677 0.592 -0.591 0.618 2.769
factor(worker_id)-8.5:factor(category_id)2.5 100 0 -1.099 0.589 -2.404 -1.088 0.391
factor(worker_id)-7.5:factor(category_id)2.5 100 0 -2.346 0.655 -3.919 -2.278 -0.383
factor(worker_id)-6.5:factor(category_id)2.5 100 0 -1.196 0.630 -2.560 -1.201 0.124
factor(worker_id)-5.5:factor(category_id)2.5 100 0 -0.565 0.620 -1.716 -0.611 0.948
factor(worker_id)-4.5:factor(category_id)2.5 100 0 -1.374 0.567 -2.562 -1.375 0.291
factor(worker_id)-3.5:factor(category_id)2.5 100 0 1.404 0.602 0.217 1.362 2.952
factor(worker_id)-2.5:factor(category_id)2.5 100 0 -1.163 0.623 -3.010 -1.081 0.630
factor(worker_id)-1.5:factor(category_id)2.5 100 0 -1.847 0.627 -3.429 -1.796 -0.106
factor(worker_id)-0.5:factor(category_id)2.5 100 0 -1.177 0.635 -2.758 -1.202 0.371
factor(worker_id)0.5:factor(category_id)2.5 100 0 0.170 0.685 -1.420 0.106 2.208
factor(worker_id)1.5:factor(category_id)2.5 100 0 2.655 0.584 0.980 2.652 4.239
factor(worker_id)2.5:factor(category_id)2.5 100 0 -1.734 0.603 -3.198 -1.794 -0.052
factor(worker_id)3.5:factor(category_id)2.5 100 0 -0.067 0.615 -1.523 -0.114 1.874
factor(worker_id)4.5:factor(category_id)2.5 100 0 -0.823 0.590 -2.052 -0.794 0.998
factor(worker_id)5.5:factor(category_id)2.5 100 0 0.102 0.557 -1.317 -0.025 1.771
factor(worker_id)6.5:factor(category_id)2.5 100 0 0.773 0.621 -0.879 0.716 2.366
factor(worker_id)7.5:factor(category_id)2.5 100 0 1.236 0.571 -0.056 1.277 2.969
factor(worker_id)8.5:factor(category_id)2.5 100 0 -0.649 0.534 -1.999 -0.613 0.424
factor(worker_id)9.5:factor(category_id)2.5 100 0 -2.365 0.571 -3.701 -2.377 -0.827
factor(worker_id)-8.5:factor(category_id)3.5 100 0 -2.529 0.597 -4.010 -2.431 -0.893
factor(worker_id)-7.5:factor(category_id)3.5 100 0 -2.063 0.622 -3.614 -2.007 -0.370
factor(worker_id)-6.5:factor(category_id)3.5 100 0 -2.783 0.537 -4.561 -2.757 -1.373
factor(worker_id)-5.5:factor(category_id)3.5 100 0 -1.165 0.622 -2.671 -1.194 0.734
factor(worker_id)-4.5:factor(category_id)3.5 100 0 0.487 0.596 -1.119 0.467 1.711
factor(worker_id)-3.5:factor(category_id)3.5 100 0 0.800 0.565 -0.345 0.808 2.273
factor(worker_id)-2.5:factor(category_id)3.5 100 0 -1.816 0.631 -3.479 -1.782 -0.207
factor(worker_id)-1.5:factor(category_id)3.5 100 0 -3.822 0.680 -5.561 -3.828 -2.155
factor(worker_id)-0.5:factor(category_id)3.5 100 0 -3.068 0.641 -4.784 -3.046 -1.681
factor(worker_id)0.5:factor(category_id)3.5 100 0 -2.134 0.581 -3.902 -2.165 -1.004
factor(worker_id)1.5:factor(category_id)3.5 100 0 -1.209 0.599 -2.668 -1.250 0.343
factor(worker_id)2.5:factor(category_id)3.5 100 0 -2.782 0.609 -4.506 -2.813 -1.355
factor(worker_id)3.5:factor(category_id)3.5 100 0 -2.679 0.687 -4.425 -2.646 -1.159
factor(worker_id)4.5:factor(category_id)3.5 100 0 -2.020 0.580 -3.719 -2.038 -0.601
factor(worker_id)5.5:factor(category_id)3.5 100 0 -1.776 0.578 -3.304 -1.791 -0.333
factor(worker_id)6.5:factor(category_id)3.5 100 0 -0.873 0.567 -2.534 -0.814 0.600
factor(worker_id)7.5:factor(category_id)3.5 100 0 -1.136 0.567 -2.583 -1.139 0.221
factor(worker_id)8.5:factor(category_id)3.5 100 0 -2.179 0.613 -3.991 -2.257 -0.693
factor(worker_id)9.5:factor(category_id)3.5 100 0 -1.464 0.673 -3.238 -1.383 0.048
factor(worker_id)-8.5:factor(category_id)4.5 100 0 -3.953 0.679 -5.403 -4.072 -1.515
factor(worker_id)-7.5:factor(category_id)4.5 100 0 -3.931 0.662 -5.451 -3.869 -2.169
factor(worker_id)-6.5:factor(category_id)4.5 100 0 -3.810 0.650 -5.464 -3.880 -2.026
factor(worker_id)-5.5:factor(category_id)4.5 100 0 -3.630 0.654 -5.005 -3.693 -1.762
factor(worker_id)-4.5:factor(category_id)4.5 100 0 -4.072 0.608 -5.654 -4.129 -2.527
factor(worker_id)-3.5:factor(category_id)4.5 100 0 -0.464 0.656 -1.760 -0.453 1.318
factor(worker_id)-2.5:factor(category_id)4.5 100 0 -1.502 0.614 -2.964 -1.507 0.031
factor(worker_id)-1.5:factor(category_id)4.5 100 0 -7.221 0.614 -8.595 -7.276 -5.286
factor(worker_id)-0.5:factor(category_id)4.5 100 0 -3.698 0.681 -4.978 -3.653 -2.030
factor(worker_id)0.5:factor(category_id)4.5 100 0 -2.834 0.693 -4.168 -2.890 -1.134
factor(worker_id)1.5:factor(category_id)4.5 100 0 -1.714 0.635 -3.231 -1.816 -0.079
factor(worker_id)2.5:factor(category_id)4.5 100 0 -3.204 0.642 -4.965 -3.197 -1.319
factor(worker_id)3.5:factor(category_id)4.5 100 0 -4.274 0.606 -5.927 -4.318 -2.194
factor(worker_id)4.5:factor(category_id)4.5 100 0 -0.756 0.689 -2.498 -0.756 1.334
factor(worker_id)5.5:factor(category_id)4.5 100 0 -5.006 0.650 -6.276 -5.012 -2.988
factor(worker_id)6.5:factor(category_id)4.5 100 0 -1.332 0.595 -3.065 -1.381 -0.100
factor(worker_id)7.5:factor(category_id)4.5 100 0 -3.600 0.634 -4.968 -3.622 -1.982
factor(worker_id)8.5:factor(category_id)4.5 100 0 -4.359 0.721 -6.111 -4.350 -2.098
factor(worker_id)9.5:factor(category_id)4.5 100 0 -2.723 0.669 -4.138 -2.790 -0.899

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -16.024 0.295 -16.838 -16.034 -14.771

Power

## Warning: The `x` argument of `as_tibble.matrix()` must have unique column names if
## `.name_repair` is omitted as of tibble 2.0.0.
## ℹ Using compatibility `.name_repair`.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
coefficient rejection_probability
(Intercept) 0
factor(worker_id)-8.5 0.99
factor(worker_id)-7.5 1
factor(worker_id)-6.5 1
factor(worker_id)-5.5 1
factor(worker_id)-4.5 1
factor(worker_id)-3.5 1
factor(worker_id)-2.5 1
factor(worker_id)-1.5 1
factor(worker_id)-0.5 1
factor(worker_id)0.5 1
factor(worker_id)1.5 1
factor(worker_id)2.5 1
factor(worker_id)3.5 1
factor(worker_id)4.5 1
factor(worker_id)5.5 1
factor(worker_id)6.5 1
factor(worker_id)7.5 1
factor(worker_id)8.5 1
factor(worker_id)9.5 1
factor(category_id)-3.5 0.59
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-8.5:factor(category_id)-3.5 0
factor(worker_id)-7.5:factor(category_id)-3.5 0
factor(worker_id)-6.5:factor(category_id)-3.5 0
factor(worker_id)-5.5:factor(category_id)-3.5 0.01
factor(worker_id)-4.5:factor(category_id)-3.5 0
factor(worker_id)-3.5:factor(category_id)-3.5 1
factor(worker_id)-2.5:factor(category_id)-3.5 0.06
factor(worker_id)-1.5:factor(category_id)-3.5 0
factor(worker_id)-0.5:factor(category_id)-3.5 0.09
factor(worker_id)0.5:factor(category_id)-3.5 0
factor(worker_id)1.5:factor(category_id)-3.5 0.53
factor(worker_id)2.5:factor(category_id)-3.5 0.4
factor(worker_id)3.5:factor(category_id)-3.5 0.01
factor(worker_id)4.5:factor(category_id)-3.5 0.74
factor(worker_id)5.5:factor(category_id)-3.5 0
factor(worker_id)6.5:factor(category_id)-3.5 0.92
factor(worker_id)7.5:factor(category_id)-3.5 0.4
factor(worker_id)8.5:factor(category_id)-3.5 0
factor(worker_id)9.5:factor(category_id)-3.5 0
factor(worker_id)-8.5:factor(category_id)-2.5 0
factor(worker_id)-7.5:factor(category_id)-2.5 0
factor(worker_id)-6.5:factor(category_id)-2.5 0
factor(worker_id)-5.5:factor(category_id)-2.5 0
factor(worker_id)-4.5:factor(category_id)-2.5 0
factor(worker_id)-3.5:factor(category_id)-2.5 0.47
factor(worker_id)-2.5:factor(category_id)-2.5 0
factor(worker_id)-1.5:factor(category_id)-2.5 0
factor(worker_id)-0.5:factor(category_id)-2.5 0
factor(worker_id)0.5:factor(category_id)-2.5 0
factor(worker_id)1.5:factor(category_id)-2.5 0.1
factor(worker_id)2.5:factor(category_id)-2.5 0
factor(worker_id)3.5:factor(category_id)-2.5 0
factor(worker_id)4.5:factor(category_id)-2.5 0.03
factor(worker_id)5.5:factor(category_id)-2.5 0
factor(worker_id)6.5:factor(category_id)-2.5 0.01
factor(worker_id)7.5:factor(category_id)-2.5 0
factor(worker_id)8.5:factor(category_id)-2.5 0
factor(worker_id)9.5:factor(category_id)-2.5 0
factor(worker_id)-8.5:factor(category_id)-1.5 0
factor(worker_id)-7.5:factor(category_id)-1.5 0
factor(worker_id)-6.5:factor(category_id)-1.5 0
factor(worker_id)-5.5:factor(category_id)-1.5 0.04
factor(worker_id)-4.5:factor(category_id)-1.5 0.3
factor(worker_id)-3.5:factor(category_id)-1.5 0.06
factor(worker_id)-2.5:factor(category_id)-1.5 0
factor(worker_id)-1.5:factor(category_id)-1.5 0
factor(worker_id)-0.5:factor(category_id)-1.5 0
factor(worker_id)0.5:factor(category_id)-1.5 0
factor(worker_id)1.5:factor(category_id)-1.5 0.15
factor(worker_id)2.5:factor(category_id)-1.5 0
factor(worker_id)3.5:factor(category_id)-1.5 0
factor(worker_id)4.5:factor(category_id)-1.5 0.02
factor(worker_id)5.5:factor(category_id)-1.5 0
factor(worker_id)6.5:factor(category_id)-1.5 0.24
factor(worker_id)7.5:factor(category_id)-1.5 0.02
factor(worker_id)8.5:factor(category_id)-1.5 0
factor(worker_id)9.5:factor(category_id)-1.5 0.28
factor(worker_id)-8.5:factor(category_id)-0.5 0.31
factor(worker_id)-7.5:factor(category_id)-0.5 0.07
factor(worker_id)-6.5:factor(category_id)-0.5 0
factor(worker_id)-5.5:factor(category_id)-0.5 0.01
factor(worker_id)-4.5:factor(category_id)-0.5 0.18
factor(worker_id)-3.5:factor(category_id)-0.5 0.01
factor(worker_id)-2.5:factor(category_id)-0.5 0.01
factor(worker_id)-1.5:factor(category_id)-0.5 0
factor(worker_id)-0.5:factor(category_id)-0.5 0.19
factor(worker_id)0.5:factor(category_id)-0.5 0.06
factor(worker_id)1.5:factor(category_id)-0.5 0.74
factor(worker_id)2.5:factor(category_id)-0.5 0
factor(worker_id)3.5:factor(category_id)-0.5 0.08
factor(worker_id)4.5:factor(category_id)-0.5 0.55
factor(worker_id)5.5:factor(category_id)-0.5 0
factor(worker_id)6.5:factor(category_id)-0.5 0
factor(worker_id)7.5:factor(category_id)-0.5 0.03
factor(worker_id)8.5:factor(category_id)-0.5 0
factor(worker_id)9.5:factor(category_id)-0.5 0.27
factor(worker_id)-8.5:factor(category_id)0.5 0
factor(worker_id)-7.5:factor(category_id)0.5 0
factor(worker_id)-6.5:factor(category_id)0.5 0
factor(worker_id)-5.5:factor(category_id)0.5 0
factor(worker_id)-4.5:factor(category_id)0.5 0
factor(worker_id)-3.5:factor(category_id)0.5 0.65
factor(worker_id)-2.5:factor(category_id)0.5 0.02
factor(worker_id)-1.5:factor(category_id)0.5 0
factor(worker_id)-0.5:factor(category_id)0.5 0.02
factor(worker_id)0.5:factor(category_id)0.5 0
factor(worker_id)1.5:factor(category_id)0.5 0.69
factor(worker_id)2.5:factor(category_id)0.5 0
factor(worker_id)3.5:factor(category_id)0.5 0
factor(worker_id)4.5:factor(category_id)0.5 0
factor(worker_id)5.5:factor(category_id)0.5 0
factor(worker_id)6.5:factor(category_id)0.5 0
factor(worker_id)7.5:factor(category_id)0.5 0.25
factor(worker_id)8.5:factor(category_id)0.5 0
factor(worker_id)9.5:factor(category_id)0.5 0.01
factor(worker_id)-8.5:factor(category_id)1.5 0.02
factor(worker_id)-7.5:factor(category_id)1.5 0
factor(worker_id)-6.5:factor(category_id)1.5 0.06
factor(worker_id)-5.5:factor(category_id)1.5 0
factor(worker_id)-4.5:factor(category_id)1.5 0
factor(worker_id)-3.5:factor(category_id)1.5 0.27
factor(worker_id)-2.5:factor(category_id)1.5 0.03
factor(worker_id)-1.5:factor(category_id)1.5 0.01
factor(worker_id)-0.5:factor(category_id)1.5 0
factor(worker_id)0.5:factor(category_id)1.5 0.02
factor(worker_id)1.5:factor(category_id)1.5 0.06
factor(worker_id)2.5:factor(category_id)1.5 0
factor(worker_id)3.5:factor(category_id)1.5 0.09
factor(worker_id)4.5:factor(category_id)1.5 0.26
factor(worker_id)5.5:factor(category_id)1.5 0.01
factor(worker_id)6.5:factor(category_id)1.5 0.78
factor(worker_id)7.5:factor(category_id)1.5 0.08
factor(worker_id)8.5:factor(category_id)1.5 0
factor(worker_id)9.5:factor(category_id)1.5 0.17
factor(worker_id)-8.5:factor(category_id)2.5 0
factor(worker_id)-7.5:factor(category_id)2.5 0
factor(worker_id)-6.5:factor(category_id)2.5 0
factor(worker_id)-5.5:factor(category_id)2.5 0
factor(worker_id)-4.5:factor(category_id)2.5 0
factor(worker_id)-3.5:factor(category_id)2.5 0.59
factor(worker_id)-2.5:factor(category_id)2.5 0
factor(worker_id)-1.5:factor(category_id)2.5 0
factor(worker_id)-0.5:factor(category_id)2.5 0
factor(worker_id)0.5:factor(category_id)2.5 0.06
factor(worker_id)1.5:factor(category_id)2.5 0.99
factor(worker_id)2.5:factor(category_id)2.5 0
factor(worker_id)3.5:factor(category_id)2.5 0.03
factor(worker_id)4.5:factor(category_id)2.5 0
factor(worker_id)5.5:factor(category_id)2.5 0.02
factor(worker_id)6.5:factor(category_id)2.5 0.19
factor(worker_id)7.5:factor(category_id)2.5 0.54
factor(worker_id)8.5:factor(category_id)2.5 0
factor(worker_id)9.5:factor(category_id)2.5 0
factor(worker_id)-8.5:factor(category_id)3.5 0
factor(worker_id)-7.5:factor(category_id)3.5 0
factor(worker_id)-6.5:factor(category_id)3.5 0
factor(worker_id)-5.5:factor(category_id)3.5 0
factor(worker_id)-4.5:factor(category_id)3.5 0.13
factor(worker_id)-3.5:factor(category_id)3.5 0.24
factor(worker_id)-2.5:factor(category_id)3.5 0
factor(worker_id)-1.5:factor(category_id)3.5 0
factor(worker_id)-0.5:factor(category_id)3.5 0
factor(worker_id)0.5:factor(category_id)3.5 0
factor(worker_id)1.5:factor(category_id)3.5 0
factor(worker_id)2.5:factor(category_id)3.5 0
factor(worker_id)3.5:factor(category_id)3.5 0
factor(worker_id)4.5:factor(category_id)3.5 0
factor(worker_id)5.5:factor(category_id)3.5 0
factor(worker_id)6.5:factor(category_id)3.5 0
factor(worker_id)7.5:factor(category_id)3.5 0
factor(worker_id)8.5:factor(category_id)3.5 0
factor(worker_id)9.5:factor(category_id)3.5 0
factor(worker_id)-8.5:factor(category_id)4.5 0
factor(worker_id)-7.5:factor(category_id)4.5 0
factor(worker_id)-6.5:factor(category_id)4.5 0
factor(worker_id)-5.5:factor(category_id)4.5 0
factor(worker_id)-4.5:factor(category_id)4.5 0
factor(worker_id)-3.5:factor(category_id)4.5 0.01
factor(worker_id)-2.5:factor(category_id)4.5 0
factor(worker_id)-1.5:factor(category_id)4.5 0
factor(worker_id)-0.5:factor(category_id)4.5 0
factor(worker_id)0.5:factor(category_id)4.5 0
factor(worker_id)1.5:factor(category_id)4.5 0
factor(worker_id)2.5:factor(category_id)4.5 0
factor(worker_id)3.5:factor(category_id)4.5 0
factor(worker_id)4.5:factor(category_id)4.5 0.01
factor(worker_id)5.5:factor(category_id)4.5 0
factor(worker_id)6.5:factor(category_id)4.5 0
factor(worker_id)7.5:factor(category_id)4.5 0
factor(worker_id)8.5:factor(category_id)4.5 0
factor(worker_id)9.5:factor(category_id)4.5 0

Significant match effect number = 3 out of 171

num_process = 20, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.841 0.210 -14.569 -13.841 -13.373
factor(worker_id)-8.5 100 0 -1.473 0.284 -2.071 -1.490 -0.716
factor(worker_id)-7.5 100 0 1.799 0.287 0.792 1.817 2.656
factor(worker_id)-6.5 100 0 3.813 0.293 3.031 3.795 4.590
factor(worker_id)-5.5 100 0 3.111 0.338 2.280 3.103 4.250
factor(worker_id)-4.5 100 0 6.299 0.318 5.350 6.311 7.247
factor(worker_id)-3.5 100 0 5.939 0.285 5.209 5.917 6.759
factor(worker_id)-2.5 100 0 5.757 0.323 5.004 5.749 6.736
factor(worker_id)-1.5 100 0 7.530 0.307 6.988 7.508 8.257
factor(worker_id)-0.5 100 0 8.167 0.332 7.333 8.206 9.451
factor(worker_id)0.5 100 0 9.650 0.308 8.778 9.624 10.555
factor(worker_id)1.5 100 0 10.290 0.292 9.633 10.283 11.298
factor(worker_id)2.5 100 0 11.392 0.303 10.669 11.366 12.062
factor(worker_id)3.5 100 0 11.175 0.297 10.645 11.144 12.196
factor(worker_id)4.5 100 0 13.658 0.279 12.921 13.688 14.328
factor(worker_id)5.5 100 0 14.480 0.304 13.859 14.465 15.249
factor(worker_id)6.5 100 0 15.865 0.327 15.116 15.836 16.625
factor(worker_id)7.5 100 0 17.559 0.325 16.676 17.526 18.344
factor(worker_id)8.5 100 0 18.801 0.292 18.242 18.795 19.530
factor(worker_id)9.5 100 0 19.759 0.324 18.997 19.767 20.682
factor(category_id)-3.5 100 0 0.966 0.264 0.401 0.955 1.721
factor(category_id)-2.5 100 0 0.635 0.314 -0.104 0.634 1.559
factor(category_id)-1.5 100 0 2.829 0.304 2.255 2.753 3.671
factor(category_id)-0.5 100 0 3.348 0.303 2.665 3.303 4.380
factor(category_id)0.5 100 0 4.937 0.316 4.277 4.906 5.666
factor(category_id)1.5 100 0 7.252 0.305 6.529 7.242 8.262
factor(category_id)2.5 100 0 7.866 0.337 6.981 7.827 8.654
factor(category_id)3.5 100 0 6.400 0.308 5.484 6.384 7.142
factor(category_id)4.5 100 0 7.261 0.336 6.503 7.231 8.474
factor(worker_id)-8.5:factor(category_id)-3.5 100 0 1.604 0.398 0.434 1.621 2.762
factor(worker_id)-7.5:factor(category_id)-3.5 100 0 0.257 0.390 -0.874 0.287 1.607
factor(worker_id)-6.5:factor(category_id)-3.5 100 0 -1.714 0.380 -2.568 -1.709 -0.577
factor(worker_id)-5.5:factor(category_id)-3.5 100 0 1.051 0.449 -0.411 1.055 2.001
factor(worker_id)-4.5:factor(category_id)-3.5 100 0 -2.836 0.419 -3.937 -2.843 -1.761
factor(worker_id)-3.5:factor(category_id)-3.5 100 0 -2.211 0.376 -3.037 -2.164 -1.324
factor(worker_id)-2.5:factor(category_id)-3.5 100 0 0.430 0.407 -0.453 0.385 1.289
factor(worker_id)-1.5:factor(category_id)-3.5 100 0 2.007 0.413 1.107 2.006 3.043
factor(worker_id)-0.5:factor(category_id)-3.5 100 0 1.120 0.387 -0.093 1.151 2.209
factor(worker_id)0.5:factor(category_id)-3.5 100 0 0.304 0.389 -0.788 0.283 1.341
factor(worker_id)1.5:factor(category_id)-3.5 100 0 0.172 0.368 -1.120 0.184 0.983
factor(worker_id)2.5:factor(category_id)-3.5 100 0 1.758 0.407 0.755 1.727 2.923
factor(worker_id)3.5:factor(category_id)-3.5 100 0 0.856 0.416 -0.267 0.857 1.752
factor(worker_id)4.5:factor(category_id)-3.5 100 0 -1.095 0.385 -2.111 -1.069 -0.009
factor(worker_id)5.5:factor(category_id)-3.5 100 0 0.053 0.403 -1.078 0.040 1.258
factor(worker_id)6.5:factor(category_id)-3.5 100 0 0.853 0.421 -0.380 0.882 1.754
factor(worker_id)7.5:factor(category_id)-3.5 100 0 1.401 0.427 0.082 1.400 2.644
factor(worker_id)8.5:factor(category_id)-3.5 100 0 -1.148 0.421 -2.056 -1.107 -0.084
factor(worker_id)9.5:factor(category_id)-3.5 100 0 -1.175 0.430 -2.242 -1.196 -0.240
factor(worker_id)-8.5:factor(category_id)-2.5 100 0 3.405 0.448 2.210 3.453 4.471
factor(worker_id)-7.5:factor(category_id)-2.5 100 0 1.093 0.443 -0.126 1.078 2.559
factor(worker_id)-6.5:factor(category_id)-2.5 100 0 0.826 0.442 -0.409 0.820 2.127
factor(worker_id)-5.5:factor(category_id)-2.5 100 0 2.224 0.472 1.258 2.224 3.314
factor(worker_id)-4.5:factor(category_id)-2.5 100 0 -0.202 0.419 -1.091 -0.230 0.960
factor(worker_id)-3.5:factor(category_id)-2.5 100 0 -0.424 0.396 -1.171 -0.472 0.690
factor(worker_id)-2.5:factor(category_id)-2.5 100 0 1.944 0.420 1.077 1.918 3.087
factor(worker_id)-1.5:factor(category_id)-2.5 100 0 0.554 0.444 -0.409 0.559 1.701
factor(worker_id)-0.5:factor(category_id)-2.5 100 0 1.894 0.477 0.796 1.903 3.616
factor(worker_id)0.5:factor(category_id)-2.5 100 0 1.851 0.405 0.591 1.833 2.831
factor(worker_id)1.5:factor(category_id)-2.5 100 0 1.668 0.438 0.567 1.700 2.678
factor(worker_id)2.5:factor(category_id)-2.5 100 0 2.609 0.429 1.284 2.662 3.510
factor(worker_id)3.5:factor(category_id)-2.5 100 0 2.724 0.461 1.198 2.741 3.632
factor(worker_id)4.5:factor(category_id)-2.5 100 0 2.719 0.440 1.759 2.714 3.712
factor(worker_id)5.5:factor(category_id)-2.5 100 0 -0.512 0.431 -1.647 -0.521 0.432
factor(worker_id)6.5:factor(category_id)-2.5 100 0 0.978 0.436 -0.459 0.988 1.908
factor(worker_id)7.5:factor(category_id)-2.5 100 0 1.525 0.446 0.244 1.532 2.503
factor(worker_id)8.5:factor(category_id)-2.5 100 0 -1.430 0.448 -2.617 -1.477 -0.483
factor(worker_id)9.5:factor(category_id)-2.5 100 0 0.852 0.438 -0.356 0.895 1.712
factor(worker_id)-8.5:factor(category_id)-1.5 100 0 1.430 0.459 0.206 1.451 2.440
factor(worker_id)-7.5:factor(category_id)-1.5 100 0 -0.389 0.429 -1.478 -0.476 1.008
factor(worker_id)-6.5:factor(category_id)-1.5 100 0 -0.102 0.444 -1.294 -0.153 0.808
factor(worker_id)-5.5:factor(category_id)-1.5 100 0 1.596 0.451 0.274 1.630 2.421
factor(worker_id)-4.5:factor(category_id)-1.5 100 0 0.695 0.460 -0.215 0.704 2.285
factor(worker_id)-3.5:factor(category_id)-1.5 100 0 -0.260 0.428 -1.802 -0.230 0.798
factor(worker_id)-2.5:factor(category_id)-1.5 100 0 3.567 0.395 2.596 3.572 4.436
factor(worker_id)-1.5:factor(category_id)-1.5 100 0 -1.268 0.494 -2.870 -1.189 -0.373
factor(worker_id)-0.5:factor(category_id)-1.5 100 0 0.755 0.463 -0.260 0.704 1.919
factor(worker_id)0.5:factor(category_id)-1.5 100 0 0.466 0.410 -0.749 0.496 1.548
factor(worker_id)1.5:factor(category_id)-1.5 100 0 0.320 0.403 -0.620 0.347 1.446
factor(worker_id)2.5:factor(category_id)-1.5 100 0 1.136 0.450 -0.075 1.161 2.247
factor(worker_id)3.5:factor(category_id)-1.5 100 0 -0.146 0.471 -1.416 -0.112 1.129
factor(worker_id)4.5:factor(category_id)-1.5 100 0 0.577 0.433 -0.565 0.607 1.479
factor(worker_id)5.5:factor(category_id)-1.5 100 0 0.938 0.431 0.192 0.875 1.894
factor(worker_id)6.5:factor(category_id)-1.5 100 0 0.890 0.421 -0.102 0.881 1.732
factor(worker_id)7.5:factor(category_id)-1.5 100 0 -0.072 0.416 -1.181 -0.049 0.868
factor(worker_id)8.5:factor(category_id)-1.5 100 0 -1.762 0.407 -2.811 -1.758 -0.902
factor(worker_id)9.5:factor(category_id)-1.5 100 0 -2.209 0.465 -3.209 -2.222 -1.277
factor(worker_id)-8.5:factor(category_id)-0.5 100 0 2.938 0.436 1.494 2.944 3.967
factor(worker_id)-7.5:factor(category_id)-0.5 100 0 -0.447 0.434 -1.719 -0.441 0.738
factor(worker_id)-6.5:factor(category_id)-0.5 100 0 -0.712 0.442 -1.753 -0.672 0.323
factor(worker_id)-5.5:factor(category_id)-0.5 100 0 1.080 0.451 -0.191 1.122 2.023
factor(worker_id)-4.5:factor(category_id)-0.5 100 0 -1.093 0.453 -2.525 -1.073 0.207
factor(worker_id)-3.5:factor(category_id)-0.5 100 0 1.240 0.471 -0.264 1.250 2.303
factor(worker_id)-2.5:factor(category_id)-0.5 100 0 0.882 0.442 -0.303 0.907 1.835
factor(worker_id)-1.5:factor(category_id)-0.5 100 0 2.352 0.385 1.252 2.366 3.147
factor(worker_id)-0.5:factor(category_id)-0.5 100 0 -0.269 0.448 -1.651 -0.221 1.134
factor(worker_id)0.5:factor(category_id)-0.5 100 0 0.465 0.447 -1.091 0.462 1.298
factor(worker_id)1.5:factor(category_id)-0.5 100 0 2.752 0.416 1.644 2.763 3.765
factor(worker_id)2.5:factor(category_id)-0.5 100 0 2.811 0.408 1.632 2.857 3.483
factor(worker_id)3.5:factor(category_id)-0.5 100 0 2.990 0.472 1.893 3.036 4.169
factor(worker_id)4.5:factor(category_id)-0.5 100 0 0.923 0.372 -0.403 0.914 1.787
factor(worker_id)5.5:factor(category_id)-0.5 100 0 0.745 0.399 -0.474 0.745 1.818
factor(worker_id)6.5:factor(category_id)-0.5 100 0 0.367 0.471 -0.860 0.359 1.477
factor(worker_id)7.5:factor(category_id)-0.5 100 0 -0.878 0.450 -2.042 -0.891 0.473
factor(worker_id)8.5:factor(category_id)-0.5 100 0 0.077 0.445 -1.428 0.079 1.075
factor(worker_id)9.5:factor(category_id)-0.5 100 0 -0.102 0.480 -1.380 -0.038 0.847
factor(worker_id)-8.5:factor(category_id)0.5 100 0 2.806 0.423 1.802 2.797 3.867
factor(worker_id)-7.5:factor(category_id)0.5 100 0 0.817 0.423 -0.317 0.896 1.971
factor(worker_id)-6.5:factor(category_id)0.5 100 0 1.121 0.415 0.196 1.115 2.095
factor(worker_id)-5.5:factor(category_id)0.5 100 0 1.465 0.487 -0.263 1.499 2.516
factor(worker_id)-4.5:factor(category_id)0.5 100 0 -1.631 0.429 -2.892 -1.617 -0.768
factor(worker_id)-3.5:factor(category_id)0.5 100 0 1.674 0.472 0.738 1.655 2.836
factor(worker_id)-2.5:factor(category_id)0.5 100 0 -0.158 0.462 -1.553 -0.139 1.012
factor(worker_id)-1.5:factor(category_id)0.5 100 0 1.594 0.439 0.459 1.606 2.520
factor(worker_id)-0.5:factor(category_id)0.5 100 0 0.698 0.473 -0.673 0.689 1.796
factor(worker_id)0.5:factor(category_id)0.5 100 0 -0.486 0.463 -1.784 -0.473 0.474
factor(worker_id)1.5:factor(category_id)0.5 100 0 -0.176 0.433 -1.530 -0.144 1.018
factor(worker_id)2.5:factor(category_id)0.5 100 0 1.192 0.438 0.088 1.248 2.220
factor(worker_id)3.5:factor(category_id)0.5 100 0 1.053 0.438 0.103 1.050 2.361
factor(worker_id)4.5:factor(category_id)0.5 100 0 -0.121 0.422 -0.935 -0.122 0.926
factor(worker_id)5.5:factor(category_id)0.5 100 0 -0.533 0.421 -1.529 -0.513 0.490
factor(worker_id)6.5:factor(category_id)0.5 100 0 -0.428 0.434 -1.414 -0.410 0.359
factor(worker_id)7.5:factor(category_id)0.5 100 0 0.370 0.467 -0.732 0.359 1.280
factor(worker_id)8.5:factor(category_id)0.5 100 0 0.693 0.416 -0.414 0.717 1.475
factor(worker_id)9.5:factor(category_id)0.5 100 0 0.077 0.473 -1.112 0.047 1.146
factor(worker_id)-8.5:factor(category_id)1.5 100 0 1.004 0.416 -0.061 1.025 1.924
factor(worker_id)-7.5:factor(category_id)1.5 100 0 -1.050 0.433 -2.377 -0.996 0.483
factor(worker_id)-6.5:factor(category_id)1.5 100 0 -1.968 0.396 -2.956 -1.962 -1.017
factor(worker_id)-5.5:factor(category_id)1.5 100 0 -0.363 0.465 -1.780 -0.335 0.584
factor(worker_id)-4.5:factor(category_id)1.5 100 0 -3.006 0.433 -4.416 -2.984 -2.035
factor(worker_id)-3.5:factor(category_id)1.5 100 0 0.008 0.419 -1.299 0.033 0.923
factor(worker_id)-2.5:factor(category_id)1.5 100 0 0.886 0.445 -0.319 0.872 1.942
factor(worker_id)-1.5:factor(category_id)1.5 100 0 -0.688 0.434 -1.844 -0.691 0.238
factor(worker_id)-0.5:factor(category_id)1.5 100 0 0.392 0.460 -1.240 0.352 1.465
factor(worker_id)0.5:factor(category_id)1.5 100 0 -0.991 0.378 -2.266 -0.986 -0.132
factor(worker_id)1.5:factor(category_id)1.5 100 0 -0.894 0.395 -1.960 -0.905 0.058
factor(worker_id)2.5:factor(category_id)1.5 100 0 -0.910 0.439 -1.997 -0.931 0.273
factor(worker_id)3.5:factor(category_id)1.5 100 0 1.287 0.454 0.137 1.317 2.181
factor(worker_id)4.5:factor(category_id)1.5 100 0 -2.166 0.384 -3.112 -2.188 -1.044
factor(worker_id)5.5:factor(category_id)1.5 100 0 -1.391 0.444 -2.671 -1.411 -0.449
factor(worker_id)6.5:factor(category_id)1.5 100 0 -0.223 0.454 -1.077 -0.222 1.036
factor(worker_id)7.5:factor(category_id)1.5 100 0 -3.664 0.464 -4.969 -3.640 -2.383
factor(worker_id)8.5:factor(category_id)1.5 100 0 -1.950 0.443 -3.119 -1.908 -0.862
factor(worker_id)9.5:factor(category_id)1.5 100 0 -1.274 0.504 -2.584 -1.273 0.151
factor(worker_id)-8.5:factor(category_id)2.5 100 0 0.572 0.441 -0.592 0.586 1.655
factor(worker_id)-7.5:factor(category_id)2.5 100 0 -1.012 0.477 -2.090 -1.097 0.207
factor(worker_id)-6.5:factor(category_id)2.5 100 0 -2.333 0.453 -3.564 -2.369 -1.148
factor(worker_id)-5.5:factor(category_id)2.5 100 0 -0.754 0.511 -2.386 -0.702 0.402
factor(worker_id)-4.5:factor(category_id)2.5 100 0 -2.445 0.469 -3.759 -2.347 -1.212
factor(worker_id)-3.5:factor(category_id)2.5 100 0 -2.828 0.477 -3.803 -2.856 -1.525
factor(worker_id)-2.5:factor(category_id)2.5 100 0 -0.692 0.457 -1.751 -0.719 0.821
factor(worker_id)-1.5:factor(category_id)2.5 100 0 -0.281 0.465 -1.305 -0.228 1.226
factor(worker_id)-0.5:factor(category_id)2.5 100 0 -0.007 0.487 -1.515 0.007 1.184
factor(worker_id)0.5:factor(category_id)2.5 100 0 -1.048 0.445 -2.110 -1.039 -0.090
factor(worker_id)1.5:factor(category_id)2.5 100 0 -0.681 0.450 -2.265 -0.614 0.187
factor(worker_id)2.5:factor(category_id)2.5 100 0 0.461 0.502 -0.392 0.434 1.795
factor(worker_id)3.5:factor(category_id)2.5 100 0 1.310 0.446 0.060 1.348 2.191
factor(worker_id)4.5:factor(category_id)2.5 100 0 0.049 0.455 -1.359 0.045 1.046
factor(worker_id)5.5:factor(category_id)2.5 100 0 0.797 0.471 -0.338 0.775 2.094
factor(worker_id)6.5:factor(category_id)2.5 100 0 -0.745 0.458 -1.990 -0.763 0.700
factor(worker_id)7.5:factor(category_id)2.5 100 0 -3.375 0.505 -4.416 -3.336 -1.987
factor(worker_id)8.5:factor(category_id)2.5 100 0 -0.359 0.439 -1.788 -0.363 0.602
factor(worker_id)9.5:factor(category_id)2.5 100 0 -2.537 0.472 -3.510 -2.543 -1.040
factor(worker_id)-8.5:factor(category_id)3.5 100 0 5.578 0.442 4.549 5.580 6.470
factor(worker_id)-7.5:factor(category_id)3.5 100 0 2.357 0.399 0.975 2.349 3.381
factor(worker_id)-6.5:factor(category_id)3.5 100 0 -0.625 0.441 -1.581 -0.610 0.596
factor(worker_id)-5.5:factor(category_id)3.5 100 0 2.510 0.460 1.271 2.524 3.413
factor(worker_id)-4.5:factor(category_id)3.5 100 0 2.240 0.451 1.445 2.212 3.338
factor(worker_id)-3.5:factor(category_id)3.5 100 0 1.658 0.406 0.711 1.655 2.564
factor(worker_id)-2.5:factor(category_id)3.5 100 0 4.765 0.419 3.758 4.755 5.652
factor(worker_id)-1.5:factor(category_id)3.5 100 0 3.370 0.462 2.411 3.351 4.760
factor(worker_id)-0.5:factor(category_id)3.5 100 0 2.843 0.395 1.819 2.813 3.941
factor(worker_id)0.5:factor(category_id)3.5 100 0 1.385 0.437 0.266 1.392 2.390
factor(worker_id)1.5:factor(category_id)3.5 100 0 0.743 0.402 -0.098 0.726 1.763
factor(worker_id)2.5:factor(category_id)3.5 100 0 1.875 0.430 1.015 1.883 2.948
factor(worker_id)3.5:factor(category_id)3.5 100 0 2.332 0.464 0.891 2.310 3.511
factor(worker_id)4.5:factor(category_id)3.5 100 0 1.434 0.414 0.357 1.447 2.341
factor(worker_id)5.5:factor(category_id)3.5 100 0 3.003 0.448 1.796 2.962 4.695
factor(worker_id)6.5:factor(category_id)3.5 100 0 1.687 0.447 0.346 1.725 2.716
factor(worker_id)7.5:factor(category_id)3.5 100 0 0.755 0.436 -0.621 0.776 2.090
factor(worker_id)8.5:factor(category_id)3.5 100 0 -0.175 0.454 -1.272 -0.201 1.110
factor(worker_id)9.5:factor(category_id)3.5 100 0 -0.533 0.461 -1.660 -0.503 0.576
factor(worker_id)-8.5:factor(category_id)4.5 100 0 5.301 0.435 4.269 5.323 6.420
factor(worker_id)-7.5:factor(category_id)4.5 100 0 2.720 0.514 1.297 2.656 4.111
factor(worker_id)-6.5:factor(category_id)4.5 100 0 0.634 0.472 -0.338 0.641 1.830
factor(worker_id)-5.5:factor(category_id)4.5 100 0 4.741 0.477 3.133 4.758 5.674
factor(worker_id)-4.5:factor(category_id)4.5 100 0 0.593 0.519 -1.102 0.595 1.923
factor(worker_id)-3.5:factor(category_id)4.5 100 0 2.741 0.433 1.086 2.768 3.652
factor(worker_id)-2.5:factor(category_id)4.5 100 0 2.226 0.460 0.806 2.214 3.306
factor(worker_id)-1.5:factor(category_id)4.5 100 0 1.253 0.474 0.122 1.297 2.309
factor(worker_id)-0.5:factor(category_id)4.5 100 0 3.212 0.460 1.463 3.208 4.598
factor(worker_id)0.5:factor(category_id)4.5 100 0 1.121 0.464 -0.372 1.170 2.146
factor(worker_id)1.5:factor(category_id)4.5 100 0 1.558 0.432 -0.084 1.545 2.491
factor(worker_id)2.5:factor(category_id)4.5 100 0 1.760 0.475 0.590 1.785 3.019
factor(worker_id)3.5:factor(category_id)4.5 100 0 6.353 0.459 5.396 6.381 7.394
factor(worker_id)4.5:factor(category_id)4.5 100 0 1.376 0.442 0.277 1.405 2.339
factor(worker_id)5.5:factor(category_id)4.5 100 0 3.964 0.452 2.603 4.010 4.893
factor(worker_id)6.5:factor(category_id)4.5 100 0 0.298 0.526 -0.955 0.337 1.576
factor(worker_id)7.5:factor(category_id)4.5 100 0 0.627 0.460 -0.603 0.653 1.706
factor(worker_id)8.5:factor(category_id)4.5 100 0 -0.350 0.476 -1.707 -0.322 0.602
factor(worker_id)9.5:factor(category_id)4.5 100 0 -0.171 0.469 -2.014 -0.147 0.734

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -16.042 0.210 -16.770 -16.042 -15.574

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-8.5 0
factor(worker_id)-7.5 1
factor(worker_id)-6.5 1
factor(worker_id)-5.5 1
factor(worker_id)-4.5 1
factor(worker_id)-3.5 1
factor(worker_id)-2.5 1
factor(worker_id)-1.5 1
factor(worker_id)-0.5 1
factor(worker_id)0.5 1
factor(worker_id)1.5 1
factor(worker_id)2.5 1
factor(worker_id)3.5 1
factor(worker_id)4.5 1
factor(worker_id)5.5 1
factor(worker_id)6.5 1
factor(worker_id)7.5 1
factor(worker_id)8.5 1
factor(worker_id)9.5 1
factor(category_id)-3.5 0.91
factor(category_id)-2.5 0.54
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-8.5:factor(category_id)-3.5 0.96
factor(worker_id)-7.5:factor(category_id)-3.5 0.06
factor(worker_id)-6.5:factor(category_id)-3.5 0
factor(worker_id)-5.5:factor(category_id)-3.5 0.68
factor(worker_id)-4.5:factor(category_id)-3.5 0
factor(worker_id)-3.5:factor(category_id)-3.5 0
factor(worker_id)-2.5:factor(category_id)-3.5 0.17
factor(worker_id)-1.5:factor(category_id)-3.5 1
factor(worker_id)-0.5:factor(category_id)-3.5 0.72
factor(worker_id)0.5:factor(category_id)-3.5 0.06
factor(worker_id)1.5:factor(category_id)-3.5 0.02
factor(worker_id)2.5:factor(category_id)-3.5 0.99
factor(worker_id)3.5:factor(category_id)-3.5 0.47
factor(worker_id)4.5:factor(category_id)-3.5 0
factor(worker_id)5.5:factor(category_id)-3.5 0.01
factor(worker_id)6.5:factor(category_id)-3.5 0.51
factor(worker_id)7.5:factor(category_id)-3.5 0.89
factor(worker_id)8.5:factor(category_id)-3.5 0
factor(worker_id)9.5:factor(category_id)-3.5 0
factor(worker_id)-8.5:factor(category_id)-2.5 1
factor(worker_id)-7.5:factor(category_id)-2.5 0.74
factor(worker_id)-6.5:factor(category_id)-2.5 0.48
factor(worker_id)-5.5:factor(category_id)-2.5 1
factor(worker_id)-4.5:factor(category_id)-2.5 0.01
factor(worker_id)-3.5:factor(category_id)-2.5 0
factor(worker_id)-2.5:factor(category_id)-2.5 1
factor(worker_id)-1.5:factor(category_id)-2.5 0.26
factor(worker_id)-0.5:factor(category_id)-2.5 0.99
factor(worker_id)0.5:factor(category_id)-2.5 0.98
factor(worker_id)1.5:factor(category_id)-2.5 0.95
factor(worker_id)2.5:factor(category_id)-2.5 1
factor(worker_id)3.5:factor(category_id)-2.5 1
factor(worker_id)4.5:factor(category_id)-2.5 1
factor(worker_id)5.5:factor(category_id)-2.5 0
factor(worker_id)6.5:factor(category_id)-2.5 0.63
factor(worker_id)7.5:factor(category_id)-2.5 0.93
factor(worker_id)8.5:factor(category_id)-2.5 0
factor(worker_id)9.5:factor(category_id)-2.5 0.52
factor(worker_id)-8.5:factor(category_id)-1.5 0.89
factor(worker_id)-7.5:factor(category_id)-1.5 0.01
factor(worker_id)-6.5:factor(category_id)-1.5 0
factor(worker_id)-5.5:factor(category_id)-1.5 0.94
factor(worker_id)-4.5:factor(category_id)-1.5 0.32
factor(worker_id)-3.5:factor(category_id)-1.5 0
factor(worker_id)-2.5:factor(category_id)-1.5 1
factor(worker_id)-1.5:factor(category_id)-1.5 0
factor(worker_id)-0.5:factor(category_id)-1.5 0.39
factor(worker_id)0.5:factor(category_id)-1.5 0.15
factor(worker_id)1.5:factor(category_id)-1.5 0.08
factor(worker_id)2.5:factor(category_id)-1.5 0.71
factor(worker_id)3.5:factor(category_id)-1.5 0.01
factor(worker_id)4.5:factor(category_id)-1.5 0.25
factor(worker_id)5.5:factor(category_id)-1.5 0.5
factor(worker_id)6.5:factor(category_id)-1.5 0.5
factor(worker_id)7.5:factor(category_id)-1.5 0
factor(worker_id)8.5:factor(category_id)-1.5 0
factor(worker_id)9.5:factor(category_id)-1.5 0
factor(worker_id)-8.5:factor(category_id)-0.5 1
factor(worker_id)-7.5:factor(category_id)-0.5 0
factor(worker_id)-6.5:factor(category_id)-0.5 0
factor(worker_id)-5.5:factor(category_id)-0.5 0.71
factor(worker_id)-4.5:factor(category_id)-0.5 0
factor(worker_id)-3.5:factor(category_id)-0.5 0.81
factor(worker_id)-2.5:factor(category_id)-0.5 0.53
factor(worker_id)-1.5:factor(category_id)-0.5 1
factor(worker_id)-0.5:factor(category_id)-0.5 0.02
factor(worker_id)0.5:factor(category_id)-0.5 0.17
factor(worker_id)1.5:factor(category_id)-0.5 1
factor(worker_id)2.5:factor(category_id)-0.5 1
factor(worker_id)3.5:factor(category_id)-0.5 1
factor(worker_id)4.5:factor(category_id)-0.5 0.55
factor(worker_id)5.5:factor(category_id)-0.5 0.4
factor(worker_id)6.5:factor(category_id)-0.5 0.13
factor(worker_id)7.5:factor(category_id)-0.5 0
factor(worker_id)8.5:factor(category_id)-0.5 0.03
factor(worker_id)9.5:factor(category_id)-0.5 0
factor(worker_id)-8.5:factor(category_id)0.5 1
factor(worker_id)-7.5:factor(category_id)0.5 0.52
factor(worker_id)-6.5:factor(category_id)0.5 0.69
factor(worker_id)-5.5:factor(category_id)0.5 0.91
factor(worker_id)-4.5:factor(category_id)0.5 0
factor(worker_id)-3.5:factor(category_id)0.5 0.96
factor(worker_id)-2.5:factor(category_id)0.5 0.02
factor(worker_id)-1.5:factor(category_id)0.5 0.96
factor(worker_id)-0.5:factor(category_id)0.5 0.37
factor(worker_id)0.5:factor(category_id)0.5 0
factor(worker_id)1.5:factor(category_id)0.5 0.01
factor(worker_id)2.5:factor(category_id)0.5 0.79
factor(worker_id)3.5:factor(category_id)0.5 0.67
factor(worker_id)4.5:factor(category_id)0.5 0.01
factor(worker_id)5.5:factor(category_id)0.5 0
factor(worker_id)6.5:factor(category_id)0.5 0
factor(worker_id)7.5:factor(category_id)0.5 0.18
factor(worker_id)8.5:factor(category_id)0.5 0.36
factor(worker_id)9.5:factor(category_id)0.5 0.05
factor(worker_id)-8.5:factor(category_id)1.5 0.59
factor(worker_id)-7.5:factor(category_id)1.5 0
factor(worker_id)-6.5:factor(category_id)1.5 0
factor(worker_id)-5.5:factor(category_id)1.5 0
factor(worker_id)-4.5:factor(category_id)1.5 0
factor(worker_id)-3.5:factor(category_id)1.5 0.01
factor(worker_id)-2.5:factor(category_id)1.5 0.49
factor(worker_id)-1.5:factor(category_id)1.5 0
factor(worker_id)-0.5:factor(category_id)1.5 0.16
factor(worker_id)0.5:factor(category_id)1.5 0
factor(worker_id)1.5:factor(category_id)1.5 0
factor(worker_id)2.5:factor(category_id)1.5 0
factor(worker_id)3.5:factor(category_id)1.5 0.81
factor(worker_id)4.5:factor(category_id)1.5 0
factor(worker_id)5.5:factor(category_id)1.5 0
factor(worker_id)6.5:factor(category_id)1.5 0.01
factor(worker_id)7.5:factor(category_id)1.5 0
factor(worker_id)8.5:factor(category_id)1.5 0
factor(worker_id)9.5:factor(category_id)1.5 0
factor(worker_id)-8.5:factor(category_id)2.5 0.27
factor(worker_id)-7.5:factor(category_id)2.5 0
factor(worker_id)-6.5:factor(category_id)2.5 0
factor(worker_id)-5.5:factor(category_id)2.5 0
factor(worker_id)-4.5:factor(category_id)2.5 0
factor(worker_id)-3.5:factor(category_id)2.5 0
factor(worker_id)-2.5:factor(category_id)2.5 0
factor(worker_id)-1.5:factor(category_id)2.5 0.01
factor(worker_id)-0.5:factor(category_id)2.5 0.04
factor(worker_id)0.5:factor(category_id)2.5 0
factor(worker_id)1.5:factor(category_id)2.5 0
factor(worker_id)2.5:factor(category_id)2.5 0.19
factor(worker_id)3.5:factor(category_id)2.5 0.81
factor(worker_id)4.5:factor(category_id)2.5 0.05
factor(worker_id)5.5:factor(category_id)2.5 0.44
factor(worker_id)6.5:factor(category_id)2.5 0
factor(worker_id)7.5:factor(category_id)2.5 0
factor(worker_id)8.5:factor(category_id)2.5 0
factor(worker_id)9.5:factor(category_id)2.5 0
factor(worker_id)-8.5:factor(category_id)3.5 1
factor(worker_id)-7.5:factor(category_id)3.5 1
factor(worker_id)-6.5:factor(category_id)3.5 0
factor(worker_id)-5.5:factor(category_id)3.5 1
factor(worker_id)-4.5:factor(category_id)3.5 1
factor(worker_id)-3.5:factor(category_id)3.5 0.99
factor(worker_id)-2.5:factor(category_id)3.5 1
factor(worker_id)-1.5:factor(category_id)3.5 1
factor(worker_id)-0.5:factor(category_id)3.5 1
factor(worker_id)0.5:factor(category_id)3.5 0.87
factor(worker_id)1.5:factor(category_id)3.5 0.37
factor(worker_id)2.5:factor(category_id)3.5 1
factor(worker_id)3.5:factor(category_id)3.5 1
factor(worker_id)4.5:factor(category_id)3.5 0.91
factor(worker_id)5.5:factor(category_id)3.5 1
factor(worker_id)6.5:factor(category_id)3.5 0.95
factor(worker_id)7.5:factor(category_id)3.5 0.37
factor(worker_id)8.5:factor(category_id)3.5 0.01
factor(worker_id)9.5:factor(category_id)3.5 0
factor(worker_id)-8.5:factor(category_id)4.5 1
factor(worker_id)-7.5:factor(category_id)4.5 1
factor(worker_id)-6.5:factor(category_id)4.5 0.29
factor(worker_id)-5.5:factor(category_id)4.5 1
factor(worker_id)-4.5:factor(category_id)4.5 0.27
factor(worker_id)-3.5:factor(category_id)4.5 1
factor(worker_id)-2.5:factor(category_id)4.5 0.99
factor(worker_id)-1.5:factor(category_id)4.5 0.81
factor(worker_id)-0.5:factor(category_id)4.5 1
factor(worker_id)0.5:factor(category_id)4.5 0.68
factor(worker_id)1.5:factor(category_id)4.5 0.96
factor(worker_id)2.5:factor(category_id)4.5 0.97
factor(worker_id)3.5:factor(category_id)4.5 1
factor(worker_id)4.5:factor(category_id)4.5 0.86
factor(worker_id)5.5:factor(category_id)4.5 1
factor(worker_id)6.5:factor(category_id)4.5 0.11
factor(worker_id)7.5:factor(category_id)4.5 0.31
factor(worker_id)8.5:factor(category_id)4.5 0
factor(worker_id)9.5:factor(category_id)4.5 0

Significant match effect number = 55 out of 171

num_process = 30, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.080 0.205 -13.549 -13.092 -12.296
factor(worker_id)-8.5 100 0 -1.263 0.259 -1.996 -1.271 -0.703
factor(worker_id)-7.5 100 0 2.142 0.288 1.507 2.142 3.030
factor(worker_id)-6.5 100 0 1.689 0.288 0.623 1.723 2.437
factor(worker_id)-5.5 100 0 -0.147 0.268 -0.847 -0.131 0.462
factor(worker_id)-4.5 100 0 5.242 0.284 4.473 5.265 6.008
factor(worker_id)-3.5 100 0 5.896 0.296 4.963 5.924 6.570
factor(worker_id)-2.5 100 0 6.169 0.289 5.187 6.167 6.942
factor(worker_id)-1.5 100 0 7.079 0.274 6.371 7.101 7.675
factor(worker_id)-0.5 100 0 8.799 0.298 8.131 8.822 9.456
factor(worker_id)0.5 100 0 7.594 0.279 6.759 7.557 8.340
factor(worker_id)1.5 100 0 9.406 0.280 8.603 9.415 10.106
factor(worker_id)2.5 100 0 10.454 0.262 9.449 10.484 11.023
factor(worker_id)3.5 100 0 12.469 0.269 11.510 12.474 13.051
factor(worker_id)4.5 100 0 12.864 0.264 11.687 12.893 13.433
factor(worker_id)5.5 100 0 14.550 0.283 13.737 14.575 15.313
factor(worker_id)6.5 100 0 14.160 0.287 13.441 14.171 14.833
factor(worker_id)7.5 100 0 17.255 0.249 16.628 17.259 17.864
factor(worker_id)8.5 100 0 19.091 0.266 18.160 19.105 19.618
factor(worker_id)9.5 100 0 18.545 0.300 17.619 18.524 19.146
factor(category_id)-3.5 100 0 0.482 0.289 -0.371 0.476 1.149
factor(category_id)-2.5 100 0 -0.217 0.255 -0.913 -0.206 0.304
factor(category_id)-1.5 100 0 2.425 0.271 1.640 2.429 3.178
factor(category_id)-0.5 100 0 3.923 0.280 3.210 3.919 4.581
factor(category_id)0.5 100 0 3.623 0.263 2.816 3.636 4.281
factor(category_id)1.5 100 0 4.812 0.297 3.626 4.853 5.430
factor(category_id)2.5 100 0 6.116 0.268 5.306 6.134 6.749
factor(category_id)3.5 100 0 6.450 0.259 5.641 6.439 7.153
factor(category_id)4.5 100 0 7.229 0.248 6.519 7.242 7.785
factor(worker_id)-8.5:factor(category_id)-3.5 100 0 2.116 0.401 1.367 2.065 3.131
factor(worker_id)-7.5:factor(category_id)-3.5 100 0 -1.351 0.368 -2.526 -1.345 -0.582
factor(worker_id)-6.5:factor(category_id)-3.5 100 0 1.445 0.400 0.554 1.441 2.692
factor(worker_id)-5.5:factor(category_id)-3.5 100 0 4.215 0.400 3.318 4.203 5.248
factor(worker_id)-4.5:factor(category_id)-3.5 100 0 -0.775 0.408 -1.630 -0.788 0.449
factor(worker_id)-3.5:factor(category_id)-3.5 100 0 -0.945 0.420 -1.865 -0.954 0.249
factor(worker_id)-2.5:factor(category_id)-3.5 100 0 3.397 0.396 2.583 3.341 4.750
factor(worker_id)-1.5:factor(category_id)-3.5 100 0 -0.452 0.376 -1.297 -0.504 0.515
factor(worker_id)-0.5:factor(category_id)-3.5 100 0 -1.193 0.382 -1.925 -1.265 -0.217
factor(worker_id)0.5:factor(category_id)-3.5 100 0 1.033 0.335 0.296 1.030 2.178
factor(worker_id)1.5:factor(category_id)-3.5 100 0 1.444 0.412 0.713 1.425 2.362
factor(worker_id)2.5:factor(category_id)-3.5 100 0 0.578 0.375 -0.235 0.539 1.474
factor(worker_id)3.5:factor(category_id)-3.5 100 0 -0.755 0.371 -1.497 -0.756 0.559
factor(worker_id)4.5:factor(category_id)-3.5 100 0 2.420 0.373 1.406 2.399 3.874
factor(worker_id)5.5:factor(category_id)-3.5 100 0 0.333 0.418 -0.783 0.274 1.314
factor(worker_id)6.5:factor(category_id)-3.5 100 0 1.706 0.396 0.729 1.692 2.573
factor(worker_id)7.5:factor(category_id)-3.5 100 0 -0.701 0.382 -1.603 -0.668 0.197
factor(worker_id)8.5:factor(category_id)-3.5 100 0 -2.460 0.378 -3.470 -2.418 -1.436
factor(worker_id)9.5:factor(category_id)-3.5 100 0 1.083 0.402 0.188 1.086 2.083
factor(worker_id)-8.5:factor(category_id)-2.5 100 0 2.482 0.366 1.601 2.449 3.419
factor(worker_id)-7.5:factor(category_id)-2.5 100 0 2.530 0.372 1.787 2.501 3.874
factor(worker_id)-6.5:factor(category_id)-2.5 100 0 1.816 0.367 0.460 1.825 2.723
factor(worker_id)-5.5:factor(category_id)-2.5 100 0 4.026 0.377 3.240 3.970 5.141
factor(worker_id)-4.5:factor(category_id)-2.5 100 0 0.870 0.337 0.092 0.892 1.567
factor(worker_id)-3.5:factor(category_id)-2.5 100 0 0.290 0.373 -0.507 0.321 1.365
factor(worker_id)-2.5:factor(category_id)-2.5 100 0 1.292 0.347 0.644 1.252 2.097
factor(worker_id)-1.5:factor(category_id)-2.5 100 0 2.439 0.383 1.523 2.470 3.346
factor(worker_id)-0.5:factor(category_id)-2.5 100 0 2.395 0.441 1.187 2.447 3.373
factor(worker_id)0.5:factor(category_id)-2.5 100 0 4.012 0.377 3.177 4.034 4.927
factor(worker_id)1.5:factor(category_id)-2.5 100 0 5.087 0.372 4.180 5.078 6.107
factor(worker_id)2.5:factor(category_id)-2.5 100 0 3.789 0.364 3.032 3.763 4.903
factor(worker_id)3.5:factor(category_id)-2.5 100 0 2.160 0.364 1.381 2.124 3.498
factor(worker_id)4.5:factor(category_id)-2.5 100 0 2.244 0.357 1.563 2.239 3.315
factor(worker_id)5.5:factor(category_id)-2.5 100 0 1.511 0.365 0.499 1.509 2.277
factor(worker_id)6.5:factor(category_id)-2.5 100 0 5.008 0.393 4.230 4.964 6.029
factor(worker_id)7.5:factor(category_id)-2.5 100 0 2.582 0.387 1.350 2.587 3.320
factor(worker_id)8.5:factor(category_id)-2.5 100 0 0.877 0.332 0.143 0.851 2.106
factor(worker_id)9.5:factor(category_id)-2.5 100 0 2.285 0.375 1.564 2.272 3.363
factor(worker_id)-8.5:factor(category_id)-1.5 100 0 0.736 0.337 -0.040 0.742 1.589
factor(worker_id)-7.5:factor(category_id)-1.5 100 0 0.099 0.347 -1.106 0.124 0.852
factor(worker_id)-6.5:factor(category_id)-1.5 100 0 1.020 0.399 0.150 0.958 2.187
factor(worker_id)-5.5:factor(category_id)-1.5 100 0 4.186 0.370 3.222 4.198 4.993
factor(worker_id)-4.5:factor(category_id)-1.5 100 0 -1.522 0.409 -2.671 -1.517 -0.596
factor(worker_id)-3.5:factor(category_id)-1.5 100 0 0.529 0.404 -0.416 0.483 1.538
factor(worker_id)-2.5:factor(category_id)-1.5 100 0 0.741 0.364 -0.166 0.770 1.634
factor(worker_id)-1.5:factor(category_id)-1.5 100 0 -0.818 0.395 -1.940 -0.839 0.083
factor(worker_id)-0.5:factor(category_id)-1.5 100 0 0.347 0.392 -0.740 0.346 1.390
factor(worker_id)0.5:factor(category_id)-1.5 100 0 0.963 0.368 0.025 0.950 1.819
factor(worker_id)1.5:factor(category_id)-1.5 100 0 0.544 0.394 -0.682 0.564 1.659
factor(worker_id)2.5:factor(category_id)-1.5 100 0 1.769 0.372 0.675 1.800 2.681
factor(worker_id)3.5:factor(category_id)-1.5 100 0 1.077 0.355 0.178 1.084 2.166
factor(worker_id)4.5:factor(category_id)-1.5 100 0 1.385 0.377 0.309 1.358 2.823
factor(worker_id)5.5:factor(category_id)-1.5 100 0 -1.853 0.370 -2.762 -1.875 -0.960
factor(worker_id)6.5:factor(category_id)-1.5 100 0 3.434 0.417 2.133 3.421 4.379
factor(worker_id)7.5:factor(category_id)-1.5 100 0 -1.567 0.338 -2.384 -1.558 -0.830
factor(worker_id)8.5:factor(category_id)-1.5 100 0 0.547 0.374 -0.548 0.524 1.457
factor(worker_id)9.5:factor(category_id)-1.5 100 0 -0.207 0.380 -1.137 -0.216 0.846
factor(worker_id)-8.5:factor(category_id)-0.5 100 0 1.476 0.368 0.592 1.481 2.416
factor(worker_id)-7.5:factor(category_id)-0.5 100 0 0.381 0.385 -0.635 0.377 1.349
factor(worker_id)-6.5:factor(category_id)-0.5 100 0 0.753 0.408 -0.353 0.734 1.774
factor(worker_id)-5.5:factor(category_id)-0.5 100 0 3.566 0.406 2.481 3.587 4.680
factor(worker_id)-4.5:factor(category_id)-0.5 100 0 -0.256 0.376 -1.207 -0.236 0.582
factor(worker_id)-3.5:factor(category_id)-0.5 100 0 -1.848 0.398 -2.743 -1.853 -0.747
factor(worker_id)-2.5:factor(category_id)-0.5 100 0 -0.020 0.395 -0.990 0.013 1.045
factor(worker_id)-1.5:factor(category_id)-0.5 100 0 -1.356 0.382 -2.553 -1.355 -0.323
factor(worker_id)-0.5:factor(category_id)-0.5 100 0 -0.378 0.416 -1.463 -0.439 0.424
factor(worker_id)0.5:factor(category_id)-0.5 100 0 0.055 0.409 -0.961 0.052 0.980
factor(worker_id)1.5:factor(category_id)-0.5 100 0 -0.752 0.433 -1.824 -0.789 0.214
factor(worker_id)2.5:factor(category_id)-0.5 100 0 -0.574 0.375 -1.299 -0.605 0.412
factor(worker_id)3.5:factor(category_id)-0.5 100 0 0.383 0.383 -0.553 0.339 1.151
factor(worker_id)4.5:factor(category_id)-0.5 100 0 0.674 0.362 -0.303 0.695 1.544
factor(worker_id)5.5:factor(category_id)-0.5 100 0 -0.552 0.357 -1.417 -0.503 0.272
factor(worker_id)6.5:factor(category_id)-0.5 100 0 1.506 0.385 0.546 1.522 2.636
factor(worker_id)7.5:factor(category_id)-0.5 100 0 -2.430 0.363 -3.383 -2.393 -1.421
factor(worker_id)8.5:factor(category_id)-0.5 100 0 -2.963 0.385 -4.071 -2.950 -1.670
factor(worker_id)9.5:factor(category_id)-0.5 100 0 -0.252 0.388 -1.087 -0.233 0.700
factor(worker_id)-8.5:factor(category_id)0.5 100 0 2.141 0.360 1.266 2.176 3.117
factor(worker_id)-7.5:factor(category_id)0.5 100 0 -0.357 0.406 -1.184 -0.359 0.632
factor(worker_id)-6.5:factor(category_id)0.5 100 0 3.376 0.362 2.522 3.391 4.857
factor(worker_id)-5.5:factor(category_id)0.5 100 0 4.544 0.367 3.733 4.493 5.438
factor(worker_id)-4.5:factor(category_id)0.5 100 0 1.799 0.368 0.946 1.790 2.909
factor(worker_id)-3.5:factor(category_id)0.5 100 0 0.978 0.419 0.054 0.949 1.864
factor(worker_id)-2.5:factor(category_id)0.5 100 0 0.430 0.392 -0.636 0.441 1.676
factor(worker_id)-1.5:factor(category_id)0.5 100 0 0.005 0.370 -1.053 -0.005 1.013
factor(worker_id)-0.5:factor(category_id)0.5 100 0 1.970 0.371 0.909 2.000 2.696
factor(worker_id)0.5:factor(category_id)0.5 100 0 2.902 0.389 1.914 2.880 3.805
factor(worker_id)1.5:factor(category_id)0.5 100 0 2.950 0.349 2.096 2.890 4.045
factor(worker_id)2.5:factor(category_id)0.5 100 0 1.603 0.335 0.862 1.624 2.511
factor(worker_id)3.5:factor(category_id)0.5 100 0 0.948 0.342 0.321 0.966 1.962
factor(worker_id)4.5:factor(category_id)0.5 100 0 2.497 0.385 1.596 2.552 3.903
factor(worker_id)5.5:factor(category_id)0.5 100 0 -1.346 0.379 -2.416 -1.356 -0.203
factor(worker_id)6.5:factor(category_id)0.5 100 0 2.530 0.348 1.729 2.566 3.481
factor(worker_id)7.5:factor(category_id)0.5 100 0 1.112 0.328 0.235 1.115 1.807
factor(worker_id)8.5:factor(category_id)0.5 100 0 -1.423 0.368 -2.369 -1.425 -0.440
factor(worker_id)9.5:factor(category_id)0.5 100 0 0.809 0.383 -0.026 0.819 1.775
factor(worker_id)-8.5:factor(category_id)1.5 100 0 4.329 0.391 3.606 4.313 5.664
factor(worker_id)-7.5:factor(category_id)1.5 100 0 0.818 0.420 -0.101 0.805 1.895
factor(worker_id)-6.5:factor(category_id)1.5 100 0 1.635 0.397 0.933 1.622 3.108
factor(worker_id)-5.5:factor(category_id)1.5 100 0 3.769 0.386 2.738 3.809 4.761
factor(worker_id)-4.5:factor(category_id)1.5 100 0 -0.192 0.392 -1.464 -0.206 0.730
factor(worker_id)-3.5:factor(category_id)1.5 100 0 0.433 0.377 -0.423 0.395 1.910
factor(worker_id)-2.5:factor(category_id)1.5 100 0 0.725 0.394 -0.020 0.697 1.979
factor(worker_id)-1.5:factor(category_id)1.5 100 0 1.683 0.391 0.855 1.715 2.658
factor(worker_id)-0.5:factor(category_id)1.5 100 0 0.864 0.425 -0.146 0.886 2.075
factor(worker_id)0.5:factor(category_id)1.5 100 0 1.586 0.385 0.712 1.596 2.751
factor(worker_id)1.5:factor(category_id)1.5 100 0 2.399 0.378 1.490 2.396 3.346
factor(worker_id)2.5:factor(category_id)1.5 100 0 0.641 0.404 -0.105 0.652 1.878
factor(worker_id)3.5:factor(category_id)1.5 100 0 1.878 0.398 1.039 1.883 3.153
factor(worker_id)4.5:factor(category_id)1.5 100 0 0.238 0.381 -0.535 0.213 1.838
factor(worker_id)5.5:factor(category_id)1.5 100 0 1.313 0.390 0.419 1.286 2.168
factor(worker_id)6.5:factor(category_id)1.5 100 0 2.697 0.397 1.750 2.656 3.635
factor(worker_id)7.5:factor(category_id)1.5 100 0 -2.543 0.361 -3.431 -2.581 -1.483
factor(worker_id)8.5:factor(category_id)1.5 100 0 0.306 0.361 -0.633 0.297 1.760
factor(worker_id)9.5:factor(category_id)1.5 100 0 -1.692 0.401 -2.604 -1.675 -0.419
factor(worker_id)-8.5:factor(category_id)2.5 100 0 1.655 0.386 0.757 1.646 2.744
factor(worker_id)-7.5:factor(category_id)2.5 100 0 0.442 0.356 -0.758 0.454 1.215
factor(worker_id)-6.5:factor(category_id)2.5 100 0 1.952 0.378 0.856 1.968 3.116
factor(worker_id)-5.5:factor(category_id)2.5 100 0 2.838 0.393 1.836 2.915 3.599
factor(worker_id)-4.5:factor(category_id)2.5 100 0 -0.354 0.376 -1.178 -0.371 0.729
factor(worker_id)-3.5:factor(category_id)2.5 100 0 -0.384 0.397 -1.222 -0.354 0.733
factor(worker_id)-2.5:factor(category_id)2.5 100 0 1.071 0.367 0.313 1.117 2.071
factor(worker_id)-1.5:factor(category_id)2.5 100 0 0.721 0.379 -0.069 0.714 1.607
factor(worker_id)-0.5:factor(category_id)2.5 100 0 -0.126 0.363 -1.040 -0.122 0.685
factor(worker_id)0.5:factor(category_id)2.5 100 0 2.532 0.387 1.720 2.518 3.343
factor(worker_id)1.5:factor(category_id)2.5 100 0 1.766 0.360 0.978 1.737 2.693
factor(worker_id)2.5:factor(category_id)2.5 100 0 2.858 0.339 2.084 2.854 3.758
factor(worker_id)3.5:factor(category_id)2.5 100 0 0.605 0.385 -0.274 0.570 1.536
factor(worker_id)4.5:factor(category_id)2.5 100 0 2.438 0.371 1.551 2.429 3.427
factor(worker_id)5.5:factor(category_id)2.5 100 0 -0.352 0.403 -1.429 -0.397 0.820
factor(worker_id)6.5:factor(category_id)2.5 100 0 0.267 0.301 -0.576 0.296 0.991
factor(worker_id)7.5:factor(category_id)2.5 100 0 -0.548 0.320 -1.302 -0.544 0.160
factor(worker_id)8.5:factor(category_id)2.5 100 0 -1.278 0.413 -2.223 -1.293 -0.011
factor(worker_id)9.5:factor(category_id)2.5 100 0 -0.694 0.414 -1.634 -0.717 0.553
factor(worker_id)-8.5:factor(category_id)3.5 100 0 4.117 0.355 3.266 4.104 4.904
factor(worker_id)-7.5:factor(category_id)3.5 100 0 0.581 0.367 -0.310 0.614 1.294
factor(worker_id)-6.5:factor(category_id)3.5 100 0 1.998 0.392 1.046 1.932 3.065
factor(worker_id)-5.5:factor(category_id)3.5 100 0 4.115 0.369 3.326 4.099 5.290
factor(worker_id)-4.5:factor(category_id)3.5 100 0 1.039 0.377 0.247 0.981 2.108
factor(worker_id)-3.5:factor(category_id)3.5 100 0 3.177 0.412 2.309 3.193 4.453
factor(worker_id)-2.5:factor(category_id)3.5 100 0 1.614 0.369 0.848 1.603 2.639
factor(worker_id)-1.5:factor(category_id)3.5 100 0 1.474 0.382 0.781 1.422 2.316
factor(worker_id)-0.5:factor(category_id)3.5 100 0 1.067 0.350 0.303 1.030 2.110
factor(worker_id)0.5:factor(category_id)3.5 100 0 3.161 0.340 2.295 3.188 3.883
factor(worker_id)1.5:factor(category_id)3.5 100 0 2.271 0.372 1.218 2.279 3.465
factor(worker_id)2.5:factor(category_id)3.5 100 0 1.491 0.317 0.827 1.498 2.604
factor(worker_id)3.5:factor(category_id)3.5 100 0 0.759 0.374 -0.119 0.715 1.818
factor(worker_id)4.5:factor(category_id)3.5 100 0 1.852 0.340 0.981 1.827 2.837
factor(worker_id)5.5:factor(category_id)3.5 100 0 1.207 0.347 0.511 1.198 2.022
factor(worker_id)6.5:factor(category_id)3.5 100 0 1.387 0.352 0.515 1.380 2.132
factor(worker_id)7.5:factor(category_id)3.5 100 0 1.365 0.367 0.412 1.395 2.093
factor(worker_id)8.5:factor(category_id)3.5 100 0 -0.949 0.371 -1.774 -0.944 0.076
factor(worker_id)9.5:factor(category_id)3.5 100 0 1.154 0.348 0.338 1.164 2.084
factor(worker_id)-8.5:factor(category_id)4.5 100 0 2.968 0.343 2.195 2.941 3.624
factor(worker_id)-7.5:factor(category_id)4.5 100 0 0.179 0.379 -0.798 0.190 1.049
factor(worker_id)-6.5:factor(category_id)4.5 100 0 3.359 0.342 2.590 3.332 4.422
factor(worker_id)-5.5:factor(category_id)4.5 100 0 5.893 0.391 4.919 5.931 6.939
factor(worker_id)-4.5:factor(category_id)4.5 100 0 0.897 0.345 0.101 0.891 1.768
factor(worker_id)-3.5:factor(category_id)4.5 100 0 0.473 0.387 -0.430 0.465 1.269
factor(worker_id)-2.5:factor(category_id)4.5 100 0 2.305 0.339 1.406 2.303 2.968
factor(worker_id)-1.5:factor(category_id)4.5 100 0 1.156 0.327 0.461 1.158 2.076
factor(worker_id)-0.5:factor(category_id)4.5 100 0 1.363 0.362 0.564 1.417 2.171
factor(worker_id)0.5:factor(category_id)4.5 100 0 2.466 0.399 1.534 2.395 3.548
factor(worker_id)1.5:factor(category_id)4.5 100 0 1.969 0.326 1.103 1.976 2.557
factor(worker_id)2.5:factor(category_id)4.5 100 0 1.454 0.380 0.476 1.502 2.288
factor(worker_id)3.5:factor(category_id)4.5 100 0 2.850 0.370 2.056 2.849 3.780
factor(worker_id)4.5:factor(category_id)4.5 100 0 1.580 0.309 0.944 1.568 2.504
factor(worker_id)5.5:factor(category_id)4.5 100 0 2.027 0.362 1.195 2.039 3.122
factor(worker_id)6.5:factor(category_id)4.5 100 0 1.595 0.355 0.685 1.625 2.416
factor(worker_id)7.5:factor(category_id)4.5 100 0 -0.444 0.340 -1.499 -0.434 0.413
factor(worker_id)8.5:factor(category_id)4.5 100 0 -0.009 0.378 -1.058 0.016 1.135
factor(worker_id)9.5:factor(category_id)4.5 100 0 2.757 0.378 2.023 2.731 3.451

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -15.984 0.205 -16.453 -15.996 -15.200

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-8.5 0
factor(worker_id)-7.5 1
factor(worker_id)-6.5 1
factor(worker_id)-5.5 0
factor(worker_id)-4.5 1
factor(worker_id)-3.5 1
factor(worker_id)-2.5 1
factor(worker_id)-1.5 1
factor(worker_id)-0.5 1
factor(worker_id)0.5 1
factor(worker_id)1.5 1
factor(worker_id)2.5 1
factor(worker_id)3.5 1
factor(worker_id)4.5 1
factor(worker_id)5.5 1
factor(worker_id)6.5 1
factor(worker_id)7.5 1
factor(worker_id)8.5 1
factor(worker_id)9.5 1
factor(category_id)-3.5 0.44
factor(category_id)-2.5 0
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-8.5:factor(category_id)-3.5 1
factor(worker_id)-7.5:factor(category_id)-3.5 0
factor(worker_id)-6.5:factor(category_id)-3.5 0.98
factor(worker_id)-5.5:factor(category_id)-3.5 1
factor(worker_id)-4.5:factor(category_id)-3.5 0
factor(worker_id)-3.5:factor(category_id)-3.5 0
factor(worker_id)-2.5:factor(category_id)-3.5 1
factor(worker_id)-1.5:factor(category_id)-3.5 0
factor(worker_id)-0.5:factor(category_id)-3.5 0
factor(worker_id)0.5:factor(category_id)-3.5 0.86
factor(worker_id)1.5:factor(category_id)-3.5 0.99
factor(worker_id)2.5:factor(category_id)-3.5 0.38
factor(worker_id)3.5:factor(category_id)-3.5 0
factor(worker_id)4.5:factor(category_id)-3.5 1
factor(worker_id)5.5:factor(category_id)-3.5 0.18
factor(worker_id)6.5:factor(category_id)-3.5 1
factor(worker_id)7.5:factor(category_id)-3.5 0
factor(worker_id)8.5:factor(category_id)-3.5 0
factor(worker_id)9.5:factor(category_id)-3.5 0.82
factor(worker_id)-8.5:factor(category_id)-2.5 1
factor(worker_id)-7.5:factor(category_id)-2.5 1
factor(worker_id)-6.5:factor(category_id)-2.5 0.99
factor(worker_id)-5.5:factor(category_id)-2.5 1
factor(worker_id)-4.5:factor(category_id)-2.5 0.64
factor(worker_id)-3.5:factor(category_id)-2.5 0.11
factor(worker_id)-2.5:factor(category_id)-2.5 0.96
factor(worker_id)-1.5:factor(category_id)-2.5 1
factor(worker_id)-0.5:factor(category_id)-2.5 1
factor(worker_id)0.5:factor(category_id)-2.5 1
factor(worker_id)1.5:factor(category_id)-2.5 1
factor(worker_id)2.5:factor(category_id)-2.5 1
factor(worker_id)3.5:factor(category_id)-2.5 1
factor(worker_id)4.5:factor(category_id)-2.5 1
factor(worker_id)5.5:factor(category_id)-2.5 0.98
factor(worker_id)6.5:factor(category_id)-2.5 1
factor(worker_id)7.5:factor(category_id)-2.5 1
factor(worker_id)8.5:factor(category_id)-2.5 0.65
factor(worker_id)9.5:factor(category_id)-2.5 1
factor(worker_id)-8.5:factor(category_id)-1.5 0.53
factor(worker_id)-7.5:factor(category_id)-1.5 0.01
factor(worker_id)-6.5:factor(category_id)-1.5 0.74
factor(worker_id)-5.5:factor(category_id)-1.5 1
factor(worker_id)-4.5:factor(category_id)-1.5 0
factor(worker_id)-3.5:factor(category_id)-1.5 0.33
factor(worker_id)-2.5:factor(category_id)-1.5 0.55
factor(worker_id)-1.5:factor(category_id)-1.5 0
factor(worker_id)-0.5:factor(category_id)-1.5 0.17
factor(worker_id)0.5:factor(category_id)-1.5 0.69
factor(worker_id)1.5:factor(category_id)-1.5 0.35
factor(worker_id)2.5:factor(category_id)-1.5 0.99
factor(worker_id)3.5:factor(category_id)-1.5 0.8
factor(worker_id)4.5:factor(category_id)-1.5 0.98
factor(worker_id)5.5:factor(category_id)-1.5 0
factor(worker_id)6.5:factor(category_id)-1.5 1
factor(worker_id)7.5:factor(category_id)-1.5 0
factor(worker_id)8.5:factor(category_id)-1.5 0.32
factor(worker_id)9.5:factor(category_id)-1.5 0.01
factor(worker_id)-8.5:factor(category_id)-0.5 0.99
factor(worker_id)-7.5:factor(category_id)-0.5 0.18
factor(worker_id)-6.5:factor(category_id)-0.5 0.55
factor(worker_id)-5.5:factor(category_id)-0.5 1
factor(worker_id)-4.5:factor(category_id)-0.5 0
factor(worker_id)-3.5:factor(category_id)-0.5 0
factor(worker_id)-2.5:factor(category_id)-0.5 0.04
factor(worker_id)-1.5:factor(category_id)-0.5 0
factor(worker_id)-0.5:factor(category_id)-0.5 0
factor(worker_id)0.5:factor(category_id)-0.5 0.07
factor(worker_id)1.5:factor(category_id)-0.5 0
factor(worker_id)2.5:factor(category_id)-0.5 0
factor(worker_id)3.5:factor(category_id)-0.5 0.23
factor(worker_id)4.5:factor(category_id)-0.5 0.44
factor(worker_id)5.5:factor(category_id)-0.5 0
factor(worker_id)6.5:factor(category_id)-0.5 0.97
factor(worker_id)7.5:factor(category_id)-0.5 0
factor(worker_id)8.5:factor(category_id)-0.5 0
factor(worker_id)9.5:factor(category_id)-0.5 0
factor(worker_id)-8.5:factor(category_id)0.5 1
factor(worker_id)-7.5:factor(category_id)0.5 0
factor(worker_id)-6.5:factor(category_id)0.5 1
factor(worker_id)-5.5:factor(category_id)0.5 1
factor(worker_id)-4.5:factor(category_id)0.5 1
factor(worker_id)-3.5:factor(category_id)0.5 0.72
factor(worker_id)-2.5:factor(category_id)0.5 0.2
factor(worker_id)-1.5:factor(category_id)0.5 0.02
factor(worker_id)-0.5:factor(category_id)0.5 1
factor(worker_id)0.5:factor(category_id)0.5 1
factor(worker_id)1.5:factor(category_id)0.5 1
factor(worker_id)2.5:factor(category_id)0.5 1
factor(worker_id)3.5:factor(category_id)0.5 0.74
factor(worker_id)4.5:factor(category_id)0.5 1
factor(worker_id)5.5:factor(category_id)0.5 0
factor(worker_id)6.5:factor(category_id)0.5 1
factor(worker_id)7.5:factor(category_id)0.5 0.87
factor(worker_id)8.5:factor(category_id)0.5 0
factor(worker_id)9.5:factor(category_id)0.5 0.61
factor(worker_id)-8.5:factor(category_id)1.5 1
factor(worker_id)-7.5:factor(category_id)1.5 0.59
factor(worker_id)-6.5:factor(category_id)1.5 1
factor(worker_id)-5.5:factor(category_id)1.5 1
factor(worker_id)-4.5:factor(category_id)1.5 0.01
factor(worker_id)-3.5:factor(category_id)1.5 0.2
factor(worker_id)-2.5:factor(category_id)1.5 0.48
factor(worker_id)-1.5:factor(category_id)1.5 1
factor(worker_id)-0.5:factor(category_id)1.5 0.66
factor(worker_id)0.5:factor(category_id)1.5 0.99
factor(worker_id)1.5:factor(category_id)1.5 1
factor(worker_id)2.5:factor(category_id)1.5 0.43
factor(worker_id)3.5:factor(category_id)1.5 1
factor(worker_id)4.5:factor(category_id)1.5 0.08
factor(worker_id)5.5:factor(category_id)1.5 0.94
factor(worker_id)6.5:factor(category_id)1.5 1
factor(worker_id)7.5:factor(category_id)1.5 0
factor(worker_id)8.5:factor(category_id)1.5 0.08
factor(worker_id)9.5:factor(category_id)1.5 0
factor(worker_id)-8.5:factor(category_id)2.5 1
factor(worker_id)-7.5:factor(category_id)2.5 0.27
factor(worker_id)-6.5:factor(category_id)2.5 1
factor(worker_id)-5.5:factor(category_id)2.5 1
factor(worker_id)-4.5:factor(category_id)2.5 0.01
factor(worker_id)-3.5:factor(category_id)2.5 0.01
factor(worker_id)-2.5:factor(category_id)2.5 0.8
factor(worker_id)-1.5:factor(category_id)2.5 0.51
factor(worker_id)-0.5:factor(category_id)2.5 0
factor(worker_id)0.5:factor(category_id)2.5 1
factor(worker_id)1.5:factor(category_id)2.5 1
factor(worker_id)2.5:factor(category_id)2.5 1
factor(worker_id)3.5:factor(category_id)2.5 0.38
factor(worker_id)4.5:factor(category_id)2.5 1
factor(worker_id)5.5:factor(category_id)2.5 0.01
factor(worker_id)6.5:factor(category_id)2.5 0.03
factor(worker_id)7.5:factor(category_id)2.5 0
factor(worker_id)8.5:factor(category_id)2.5 0
factor(worker_id)9.5:factor(category_id)2.5 0
factor(worker_id)-8.5:factor(category_id)3.5 1
factor(worker_id)-7.5:factor(category_id)3.5 0.38
factor(worker_id)-6.5:factor(category_id)3.5 1
factor(worker_id)-5.5:factor(category_id)3.5 1
factor(worker_id)-4.5:factor(category_id)3.5 0.8
factor(worker_id)-3.5:factor(category_id)3.5 1
factor(worker_id)-2.5:factor(category_id)3.5 1
factor(worker_id)-1.5:factor(category_id)3.5 1
factor(worker_id)-0.5:factor(category_id)3.5 0.83
factor(worker_id)0.5:factor(category_id)3.5 1
factor(worker_id)1.5:factor(category_id)3.5 1
factor(worker_id)2.5:factor(category_id)3.5 1
factor(worker_id)3.5:factor(category_id)3.5 0.49
factor(worker_id)4.5:factor(category_id)3.5 1
factor(worker_id)5.5:factor(category_id)3.5 0.92
factor(worker_id)6.5:factor(category_id)3.5 0.97
factor(worker_id)7.5:factor(category_id)3.5 0.95
factor(worker_id)8.5:factor(category_id)3.5 0
factor(worker_id)9.5:factor(category_id)3.5 0.89
factor(worker_id)-8.5:factor(category_id)4.5 1
factor(worker_id)-7.5:factor(category_id)4.5 0.08
factor(worker_id)-6.5:factor(category_id)4.5 1
factor(worker_id)-5.5:factor(category_id)4.5 1
factor(worker_id)-4.5:factor(category_id)4.5 0.7
factor(worker_id)-3.5:factor(category_id)4.5 0.29
factor(worker_id)-2.5:factor(category_id)4.5 1
factor(worker_id)-1.5:factor(category_id)4.5 0.87
factor(worker_id)-0.5:factor(category_id)4.5 0.93
factor(worker_id)0.5:factor(category_id)4.5 1
factor(worker_id)1.5:factor(category_id)4.5 1
factor(worker_id)2.5:factor(category_id)4.5 0.97
factor(worker_id)3.5:factor(category_id)4.5 1
factor(worker_id)4.5:factor(category_id)4.5 1
factor(worker_id)5.5:factor(category_id)4.5 1
factor(worker_id)6.5:factor(category_id)4.5 0.99
factor(worker_id)7.5:factor(category_id)4.5 0
factor(worker_id)8.5:factor(category_id)4.5 0.01
factor(worker_id)9.5:factor(category_id)4.5 1

Significant match effect number = 88 out of 171

num_process = 40, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -14.538 0.151 -14.907 -14.549 -14.132
factor(worker_id)-8.5 100 0 0.095 0.227 -0.396 0.097 0.546
factor(worker_id)-7.5 100 0 1.744 0.219 1.174 1.744 2.176
factor(worker_id)-6.5 100 0 3.527 0.207 2.993 3.542 4.066
factor(worker_id)-5.5 100 0 4.463 0.210 3.921 4.454 4.960
factor(worker_id)-4.5 100 0 5.044 0.226 4.378 5.042 5.593
factor(worker_id)-3.5 100 0 4.123 0.214 3.656 4.108 4.723
factor(worker_id)-2.5 100 0 6.904 0.214 6.168 6.920 7.411
factor(worker_id)-1.5 100 0 7.175 0.233 6.654 7.176 7.786
factor(worker_id)-0.5 100 0 10.674 0.223 10.092 10.652 11.142
factor(worker_id)0.5 100 0 11.041 0.193 10.631 11.024 11.513
factor(worker_id)1.5 100 0 12.211 0.227 11.607 12.220 12.786
factor(worker_id)2.5 100 0 12.696 0.227 11.890 12.671 13.255
factor(worker_id)3.5 100 0 14.303 0.196 13.874 14.294 14.730
factor(worker_id)4.5 100 0 15.634 0.225 15.116 15.625 16.379
factor(worker_id)5.5 100 0 15.337 0.224 14.859 15.354 15.905
factor(worker_id)6.5 100 0 16.949 0.201 16.563 16.913 17.480
factor(worker_id)7.5 100 0 18.448 0.215 17.790 18.438 18.908
factor(worker_id)8.5 100 0 18.428 0.215 17.877 18.449 19.120
factor(worker_id)9.5 100 0 20.988 0.208 20.437 21.008 21.580
factor(category_id)-3.5 100 0 0.600 0.204 0.083 0.631 1.100
factor(category_id)-2.5 100 0 1.369 0.236 0.723 1.381 1.802
factor(category_id)-1.5 100 0 3.398 0.217 2.946 3.396 4.113
factor(category_id)-0.5 100 0 5.351 0.193 4.840 5.337 5.855
factor(category_id)0.5 100 0 4.768 0.226 4.191 4.757 5.442
factor(category_id)1.5 100 0 5.358 0.234 4.764 5.349 5.843
factor(category_id)2.5 100 0 8.042 0.205 7.488 8.041 8.639
factor(category_id)3.5 100 0 7.542 0.194 7.031 7.568 7.922
factor(category_id)4.5 100 0 10.649 0.209 10.078 10.653 11.219
factor(worker_id)-8.5:factor(category_id)-3.5 100 0 2.372 0.315 1.658 2.366 3.181
factor(worker_id)-7.5:factor(category_id)-3.5 100 0 -0.116 0.303 -1.139 -0.159 0.616
factor(worker_id)-6.5:factor(category_id)-3.5 100 0 1.863 0.290 1.211 1.857 2.726
factor(worker_id)-5.5:factor(category_id)-3.5 100 0 1.730 0.302 0.931 1.755 2.420
factor(worker_id)-4.5:factor(category_id)-3.5 100 0 1.316 0.314 0.530 1.339 2.165
factor(worker_id)-3.5:factor(category_id)-3.5 100 0 3.322 0.285 2.520 3.328 4.055
factor(worker_id)-2.5:factor(category_id)-3.5 100 0 -0.640 0.302 -1.558 -0.637 0.243
factor(worker_id)-1.5:factor(category_id)-3.5 100 0 1.443 0.333 0.614 1.423 2.252
factor(worker_id)-0.5:factor(category_id)-3.5 100 0 -0.299 0.288 -0.932 -0.321 0.437
factor(worker_id)0.5:factor(category_id)-3.5 100 0 0.156 0.258 -0.422 0.163 0.656
factor(worker_id)1.5:factor(category_id)-3.5 100 0 -0.871 0.326 -1.767 -0.850 -0.170
factor(worker_id)2.5:factor(category_id)-3.5 100 0 1.078 0.278 0.432 1.102 1.698
factor(worker_id)3.5:factor(category_id)-3.5 100 0 -1.080 0.284 -1.755 -1.080 -0.270
factor(worker_id)4.5:factor(category_id)-3.5 100 0 0.378 0.309 -0.335 0.374 1.215
factor(worker_id)5.5:factor(category_id)-3.5 100 0 1.103 0.320 0.161 1.099 1.774
factor(worker_id)6.5:factor(category_id)-3.5 100 0 0.036 0.294 -0.617 0.051 0.789
factor(worker_id)7.5:factor(category_id)-3.5 100 0 0.572 0.303 -0.228 0.569 1.282
factor(worker_id)8.5:factor(category_id)-3.5 100 0 1.324 0.292 0.712 1.324 2.055
factor(worker_id)9.5:factor(category_id)-3.5 100 0 -0.270 0.297 -0.948 -0.273 0.382
factor(worker_id)-8.5:factor(category_id)-2.5 100 0 3.752 0.349 2.898 3.721 4.707
factor(worker_id)-7.5:factor(category_id)-2.5 100 0 1.543 0.321 0.918 1.569 2.397
factor(worker_id)-6.5:factor(category_id)-2.5 100 0 0.439 0.309 -0.406 0.434 1.156
factor(worker_id)-5.5:factor(category_id)-2.5 100 0 1.544 0.282 0.945 1.541 2.249
factor(worker_id)-4.5:factor(category_id)-2.5 100 0 -1.239 0.319 -1.841 -1.229 -0.599
factor(worker_id)-3.5:factor(category_id)-2.5 100 0 3.622 0.312 2.819 3.588 4.625
factor(worker_id)-2.5:factor(category_id)-2.5 100 0 3.301 0.296 2.603 3.266 4.258
factor(worker_id)-1.5:factor(category_id)-2.5 100 0 0.102 0.344 -0.688 0.078 0.870
factor(worker_id)-0.5:factor(category_id)-2.5 100 0 -1.695 0.350 -2.549 -1.698 -0.810
factor(worker_id)0.5:factor(category_id)-2.5 100 0 0.644 0.319 -0.092 0.668 1.464
factor(worker_id)1.5:factor(category_id)-2.5 100 0 -0.563 0.323 -1.401 -0.549 0.385
factor(worker_id)2.5:factor(category_id)-2.5 100 0 0.354 0.343 -0.526 0.327 1.191
factor(worker_id)3.5:factor(category_id)-2.5 100 0 0.561 0.312 -0.082 0.513 1.257
factor(worker_id)4.5:factor(category_id)-2.5 100 0 -1.311 0.321 -2.169 -1.291 -0.658
factor(worker_id)5.5:factor(category_id)-2.5 100 0 1.472 0.363 0.636 1.522 2.263
factor(worker_id)6.5:factor(category_id)-2.5 100 0 0.452 0.292 -0.177 0.458 1.113
factor(worker_id)7.5:factor(category_id)-2.5 100 0 -1.081 0.314 -1.841 -1.111 -0.325
factor(worker_id)8.5:factor(category_id)-2.5 100 0 -1.247 0.332 -1.905 -1.286 -0.288
factor(worker_id)9.5:factor(category_id)-2.5 100 0 -0.629 0.331 -1.253 -0.598 0.143
factor(worker_id)-8.5:factor(category_id)-1.5 100 0 0.994 0.307 0.345 0.982 1.710
factor(worker_id)-7.5:factor(category_id)-1.5 100 0 2.938 0.325 2.082 2.923 3.687
factor(worker_id)-6.5:factor(category_id)-1.5 100 0 -0.059 0.302 -0.684 -0.015 0.919
factor(worker_id)-5.5:factor(category_id)-1.5 100 0 -1.321 0.300 -2.468 -1.336 -0.684
factor(worker_id)-4.5:factor(category_id)-1.5 100 0 0.560 0.313 -0.176 0.543 1.335
factor(worker_id)-3.5:factor(category_id)-1.5 100 0 2.780 0.314 2.039 2.788 3.462
factor(worker_id)-2.5:factor(category_id)-1.5 100 0 -0.153 0.305 -0.971 -0.165 0.548
factor(worker_id)-1.5:factor(category_id)-1.5 100 0 1.976 0.321 1.120 1.929 2.894
factor(worker_id)-0.5:factor(category_id)-1.5 100 0 -2.112 0.313 -2.914 -2.090 -1.351
factor(worker_id)0.5:factor(category_id)-1.5 100 0 0.261 0.306 -0.741 0.234 0.897
factor(worker_id)1.5:factor(category_id)-1.5 100 0 -0.910 0.316 -1.624 -0.927 -0.147
factor(worker_id)2.5:factor(category_id)-1.5 100 0 -0.785 0.286 -1.484 -0.791 -0.132
factor(worker_id)3.5:factor(category_id)-1.5 100 0 -2.274 0.266 -2.876 -2.285 -1.538
factor(worker_id)4.5:factor(category_id)-1.5 100 0 -2.838 0.284 -3.451 -2.808 -2.120
factor(worker_id)5.5:factor(category_id)-1.5 100 0 -1.154 0.320 -2.072 -1.178 -0.508
factor(worker_id)6.5:factor(category_id)-1.5 100 0 -1.361 0.275 -2.130 -1.393 -0.752
factor(worker_id)7.5:factor(category_id)-1.5 100 0 -2.406 0.329 -3.575 -2.426 -1.604
factor(worker_id)8.5:factor(category_id)-1.5 100 0 -0.180 0.311 -0.895 -0.205 0.856
factor(worker_id)9.5:factor(category_id)-1.5 100 0 -1.799 0.295 -2.494 -1.809 -1.080
factor(worker_id)-8.5:factor(category_id)-0.5 100 0 0.979 0.299 0.305 0.974 1.726
factor(worker_id)-7.5:factor(category_id)-0.5 100 0 0.698 0.312 -0.101 0.698 1.790
factor(worker_id)-6.5:factor(category_id)-0.5 100 0 -2.669 0.284 -3.349 -2.643 -2.107
factor(worker_id)-5.5:factor(category_id)-0.5 100 0 -2.047 0.274 -2.668 -2.051 -1.383
factor(worker_id)-4.5:factor(category_id)-0.5 100 0 0.923 0.293 0.194 0.919 1.865
factor(worker_id)-3.5:factor(category_id)-0.5 100 0 -0.290 0.296 -0.952 -0.308 0.412
factor(worker_id)-2.5:factor(category_id)-0.5 100 0 0.682 0.290 -0.235 0.656 1.387
factor(worker_id)-1.5:factor(category_id)-0.5 100 0 -0.320 0.303 -1.331 -0.329 0.584
factor(worker_id)-0.5:factor(category_id)-0.5 100 0 -1.930 0.316 -2.759 -1.917 -1.130
factor(worker_id)0.5:factor(category_id)-0.5 100 0 -3.493 0.274 -4.082 -3.497 -2.838
factor(worker_id)1.5:factor(category_id)-0.5 100 0 0.386 0.305 -0.349 0.371 1.246
factor(worker_id)2.5:factor(category_id)-0.5 100 0 -0.988 0.296 -1.612 -0.938 -0.158
factor(worker_id)3.5:factor(category_id)-0.5 100 0 -4.162 0.273 -4.746 -4.150 -3.282
factor(worker_id)4.5:factor(category_id)-0.5 100 0 -2.417 0.294 -3.331 -2.401 -1.883
factor(worker_id)5.5:factor(category_id)-0.5 100 0 -2.046 0.283 -2.694 -2.023 -1.453
factor(worker_id)6.5:factor(category_id)-0.5 100 0 -1.600 0.272 -2.242 -1.587 -0.993
factor(worker_id)7.5:factor(category_id)-0.5 100 0 -2.136 0.290 -3.023 -2.095 -1.326
factor(worker_id)8.5:factor(category_id)-0.5 100 0 -0.818 0.314 -2.019 -0.796 -0.114
factor(worker_id)9.5:factor(category_id)-0.5 100 0 -2.692 0.302 -3.493 -2.699 -1.826
factor(worker_id)-8.5:factor(category_id)0.5 100 0 -0.124 0.316 -0.928 -0.125 0.565
factor(worker_id)-7.5:factor(category_id)0.5 100 0 2.467 0.283 1.702 2.489 3.182
factor(worker_id)-6.5:factor(category_id)0.5 100 0 0.353 0.307 -0.340 0.333 1.142
factor(worker_id)-5.5:factor(category_id)0.5 100 0 0.435 0.327 -0.623 0.455 1.104
factor(worker_id)-4.5:factor(category_id)0.5 100 0 2.517 0.326 1.754 2.542 3.269
factor(worker_id)-3.5:factor(category_id)0.5 100 0 2.928 0.301 2.135 2.939 3.631
factor(worker_id)-2.5:factor(category_id)0.5 100 0 0.823 0.287 0.130 0.837 1.438
factor(worker_id)-1.5:factor(category_id)0.5 100 0 1.409 0.297 0.622 1.466 2.262
factor(worker_id)-0.5:factor(category_id)0.5 100 0 -1.842 0.322 -2.652 -1.873 -1.064
factor(worker_id)0.5:factor(category_id)0.5 100 0 -0.215 0.288 -0.868 -0.216 0.509
factor(worker_id)1.5:factor(category_id)0.5 100 0 -1.646 0.324 -2.288 -1.648 -0.743
factor(worker_id)2.5:factor(category_id)0.5 100 0 -0.501 0.291 -1.098 -0.498 0.285
factor(worker_id)3.5:factor(category_id)0.5 100 0 -2.373 0.303 -2.914 -2.414 -1.748
factor(worker_id)4.5:factor(category_id)0.5 100 0 -0.843 0.336 -1.695 -0.825 0.134
factor(worker_id)5.5:factor(category_id)0.5 100 0 -0.268 0.293 -1.156 -0.270 0.370
factor(worker_id)6.5:factor(category_id)0.5 100 0 0.153 0.297 -0.666 0.164 0.899
factor(worker_id)7.5:factor(category_id)0.5 100 0 1.115 0.307 0.130 1.129 1.991
factor(worker_id)8.5:factor(category_id)0.5 100 0 2.348 0.319 1.287 2.342 3.192
factor(worker_id)9.5:factor(category_id)0.5 100 0 0.961 0.340 0.179 0.951 2.040
factor(worker_id)-8.5:factor(category_id)1.5 100 0 3.678 0.369 2.631 3.676 4.607
factor(worker_id)-7.5:factor(category_id)1.5 100 0 1.463 0.292 0.855 1.431 2.413
factor(worker_id)-6.5:factor(category_id)1.5 100 0 -0.974 0.298 -1.627 -0.990 -0.222
factor(worker_id)-5.5:factor(category_id)1.5 100 0 0.401 0.321 -0.382 0.395 1.243
factor(worker_id)-4.5:factor(category_id)1.5 100 0 2.584 0.330 1.834 2.582 3.430
factor(worker_id)-3.5:factor(category_id)1.5 100 0 2.306 0.301 1.525 2.330 3.145
factor(worker_id)-2.5:factor(category_id)1.5 100 0 -0.239 0.368 -0.944 -0.223 0.617
factor(worker_id)-1.5:factor(category_id)1.5 100 0 1.028 0.345 0.357 1.025 1.817
factor(worker_id)-0.5:factor(category_id)1.5 100 0 -0.040 0.331 -0.977 -0.051 0.656
factor(worker_id)0.5:factor(category_id)1.5 100 0 -0.898 0.267 -1.424 -0.883 -0.178
factor(worker_id)1.5:factor(category_id)1.5 100 0 -0.245 0.336 -0.976 -0.254 0.676
factor(worker_id)2.5:factor(category_id)1.5 100 0 -0.819 0.320 -1.548 -0.816 -0.155
factor(worker_id)3.5:factor(category_id)1.5 100 0 -1.790 0.338 -2.651 -1.831 -0.812
factor(worker_id)4.5:factor(category_id)1.5 100 0 0.502 0.335 -0.530 0.490 1.179
factor(worker_id)5.5:factor(category_id)1.5 100 0 -0.252 0.326 -0.968 -0.261 0.376
factor(worker_id)6.5:factor(category_id)1.5 100 0 0.456 0.319 -0.403 0.476 1.144
factor(worker_id)7.5:factor(category_id)1.5 100 0 0.793 0.276 0.199 0.787 1.557
factor(worker_id)8.5:factor(category_id)1.5 100 0 0.337 0.304 -0.381 0.352 1.074
factor(worker_id)9.5:factor(category_id)1.5 100 0 0.499 0.305 -0.327 0.473 1.226
factor(worker_id)-8.5:factor(category_id)2.5 100 0 -1.341 0.282 -2.011 -1.369 -0.724
factor(worker_id)-7.5:factor(category_id)2.5 100 0 -0.077 0.302 -0.785 -0.075 0.832
factor(worker_id)-6.5:factor(category_id)2.5 100 0 -0.833 0.317 -1.599 -0.846 -0.204
factor(worker_id)-5.5:factor(category_id)2.5 100 0 -0.867 0.294 -1.602 -0.877 -0.284
factor(worker_id)-4.5:factor(category_id)2.5 100 0 -1.443 0.329 -2.252 -1.442 -0.333
factor(worker_id)-3.5:factor(category_id)2.5 100 0 0.587 0.267 -0.319 0.595 1.186
factor(worker_id)-2.5:factor(category_id)2.5 100 0 -0.494 0.287 -1.035 -0.499 0.301
factor(worker_id)-1.5:factor(category_id)2.5 100 0 -0.520 0.290 -1.202 -0.522 0.112
factor(worker_id)-0.5:factor(category_id)2.5 100 0 -2.154 0.281 -3.058 -2.157 -1.434
factor(worker_id)0.5:factor(category_id)2.5 100 0 -2.157 0.276 -2.744 -2.141 -1.509
factor(worker_id)1.5:factor(category_id)2.5 100 0 -1.681 0.292 -2.172 -1.695 -0.823
factor(worker_id)2.5:factor(category_id)2.5 100 0 -2.134 0.321 -2.930 -2.181 -1.071
factor(worker_id)3.5:factor(category_id)2.5 100 0 -1.809 0.290 -2.526 -1.778 -1.123
factor(worker_id)4.5:factor(category_id)2.5 100 0 -0.463 0.331 -1.393 -0.449 0.299
factor(worker_id)5.5:factor(category_id)2.5 100 0 -0.322 0.297 -1.059 -0.314 0.506
factor(worker_id)6.5:factor(category_id)2.5 100 0 0.411 0.300 -0.304 0.419 1.000
factor(worker_id)7.5:factor(category_id)2.5 100 0 -3.015 0.298 -3.712 -3.062 -2.248
factor(worker_id)8.5:factor(category_id)2.5 100 0 -0.340 0.321 -1.232 -0.367 0.451
factor(worker_id)9.5:factor(category_id)2.5 100 0 -2.444 0.315 -3.594 -2.420 -1.641
factor(worker_id)-8.5:factor(category_id)3.5 100 0 1.035 0.304 0.412 1.027 1.744
factor(worker_id)-7.5:factor(category_id)3.5 100 0 2.554 0.272 1.905 2.555 3.253
factor(worker_id)-6.5:factor(category_id)3.5 100 0 0.538 0.261 -0.325 0.523 1.145
factor(worker_id)-5.5:factor(category_id)3.5 100 0 0.055 0.293 -0.782 0.102 0.735
factor(worker_id)-4.5:factor(category_id)3.5 100 0 -1.405 0.298 -2.043 -1.436 -0.483
factor(worker_id)-3.5:factor(category_id)3.5 100 0 4.316 0.273 3.755 4.340 5.005
factor(worker_id)-2.5:factor(category_id)3.5 100 0 2.245 0.278 1.673 2.226 3.146
factor(worker_id)-1.5:factor(category_id)3.5 100 0 0.847 0.332 0.099 0.812 1.754
factor(worker_id)-0.5:factor(category_id)3.5 100 0 0.508 0.296 -0.211 0.487 1.381
factor(worker_id)0.5:factor(category_id)3.5 100 0 -1.318 0.265 -1.911 -1.309 -0.682
factor(worker_id)1.5:factor(category_id)3.5 100 0 -1.772 0.293 -2.457 -1.794 -0.954
factor(worker_id)2.5:factor(category_id)3.5 100 0 2.422 0.302 1.684 2.416 3.337
factor(worker_id)3.5:factor(category_id)3.5 100 0 0.534 0.247 -0.023 0.551 1.088
factor(worker_id)4.5:factor(category_id)3.5 100 0 0.528 0.310 -0.161 0.526 1.163
factor(worker_id)5.5:factor(category_id)3.5 100 0 1.970 0.290 1.272 1.966 2.619
factor(worker_id)6.5:factor(category_id)3.5 100 0 -1.516 0.275 -2.219 -1.495 -0.898
factor(worker_id)7.5:factor(category_id)3.5 100 0 -0.742 0.276 -1.436 -0.769 -0.022
factor(worker_id)8.5:factor(category_id)3.5 100 0 -0.060 0.298 -1.049 -0.051 0.726
factor(worker_id)9.5:factor(category_id)3.5 100 0 -2.081 0.285 -2.744 -2.099 -1.323
factor(worker_id)-8.5:factor(category_id)4.5 100 0 -0.692 0.311 -1.414 -0.709 0.238
factor(worker_id)-7.5:factor(category_id)4.5 100 0 -0.766 0.284 -1.355 -0.790 -0.038
factor(worker_id)-6.5:factor(category_id)4.5 100 0 -1.117 0.301 -1.720 -1.143 -0.419
factor(worker_id)-5.5:factor(category_id)4.5 100 0 -0.911 0.311 -1.618 -0.911 -0.104
factor(worker_id)-4.5:factor(category_id)4.5 100 0 -1.222 0.306 -1.821 -1.232 -0.269
factor(worker_id)-3.5:factor(category_id)4.5 100 0 3.037 0.287 2.314 3.029 3.996
factor(worker_id)-2.5:factor(category_id)4.5 100 0 1.205 0.284 0.601 1.207 2.043
factor(worker_id)-1.5:factor(category_id)4.5 100 0 0.237 0.323 -0.738 0.185 1.074
factor(worker_id)-0.5:factor(category_id)4.5 100 0 -3.574 0.296 -4.370 -3.610 -2.824
factor(worker_id)0.5:factor(category_id)4.5 100 0 -0.729 0.285 -1.501 -0.742 -0.011
factor(worker_id)1.5:factor(category_id)4.5 100 0 -4.330 0.334 -5.091 -4.350 -3.343
factor(worker_id)2.5:factor(category_id)4.5 100 0 -1.286 0.290 -1.994 -1.341 -0.491
factor(worker_id)3.5:factor(category_id)4.5 100 0 -3.259 0.288 -4.028 -3.273 -2.278
factor(worker_id)4.5:factor(category_id)4.5 100 0 -1.769 0.293 -2.575 -1.787 -1.042
factor(worker_id)5.5:factor(category_id)4.5 100 0 -0.383 0.291 -0.997 -0.425 0.246
factor(worker_id)6.5:factor(category_id)4.5 100 0 -1.509 0.301 -2.291 -1.521 -0.779
factor(worker_id)7.5:factor(category_id)4.5 100 0 -4.500 0.346 -5.203 -4.500 -3.685
factor(worker_id)8.5:factor(category_id)4.5 100 0 -2.570 0.318 -3.425 -2.585 -1.944
factor(worker_id)9.5:factor(category_id)4.5 100 0 -3.476 0.322 -4.175 -3.480 -2.589

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -15.979 0.151 -16.348 -15.990 -15.573

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-8.5 0.06
factor(worker_id)-7.5 1
factor(worker_id)-6.5 1
factor(worker_id)-5.5 1
factor(worker_id)-4.5 1
factor(worker_id)-3.5 1
factor(worker_id)-2.5 1
factor(worker_id)-1.5 1
factor(worker_id)-0.5 1
factor(worker_id)0.5 1
factor(worker_id)1.5 1
factor(worker_id)2.5 1
factor(worker_id)3.5 1
factor(worker_id)4.5 1
factor(worker_id)5.5 1
factor(worker_id)6.5 1
factor(worker_id)7.5 1
factor(worker_id)8.5 1
factor(worker_id)9.5 1
factor(category_id)-3.5 0.78
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-8.5:factor(category_id)-3.5 1
factor(worker_id)-7.5:factor(category_id)-3.5 0
factor(worker_id)-6.5:factor(category_id)-3.5 1
factor(worker_id)-5.5:factor(category_id)-3.5 1
factor(worker_id)-4.5:factor(category_id)-3.5 0.98
factor(worker_id)-3.5:factor(category_id)-3.5 1
factor(worker_id)-2.5:factor(category_id)-3.5 0
factor(worker_id)-1.5:factor(category_id)-3.5 0.99
factor(worker_id)-0.5:factor(category_id)-3.5 0
factor(worker_id)0.5:factor(category_id)-3.5 0.02
factor(worker_id)1.5:factor(category_id)-3.5 0
factor(worker_id)2.5:factor(category_id)-3.5 0.95
factor(worker_id)3.5:factor(category_id)-3.5 0
factor(worker_id)4.5:factor(category_id)-3.5 0.19
factor(worker_id)5.5:factor(category_id)-3.5 0.96
factor(worker_id)6.5:factor(category_id)-3.5 0.01
factor(worker_id)7.5:factor(category_id)-3.5 0.44
factor(worker_id)8.5:factor(category_id)-3.5 1
factor(worker_id)9.5:factor(category_id)-3.5 0
factor(worker_id)-8.5:factor(category_id)-2.5 1
factor(worker_id)-7.5:factor(category_id)-2.5 1
factor(worker_id)-6.5:factor(category_id)-2.5 0.26
factor(worker_id)-5.5:factor(category_id)-2.5 1
factor(worker_id)-4.5:factor(category_id)-2.5 0
factor(worker_id)-3.5:factor(category_id)-2.5 1
factor(worker_id)-2.5:factor(category_id)-2.5 1
factor(worker_id)-1.5:factor(category_id)-2.5 0.06
factor(worker_id)-0.5:factor(category_id)-2.5 0
factor(worker_id)0.5:factor(category_id)-2.5 0.51
factor(worker_id)1.5:factor(category_id)-2.5 0
factor(worker_id)2.5:factor(category_id)-2.5 0.24
factor(worker_id)3.5:factor(category_id)-2.5 0.41
factor(worker_id)4.5:factor(category_id)-2.5 0
factor(worker_id)5.5:factor(category_id)-2.5 1
factor(worker_id)6.5:factor(category_id)-2.5 0.31
factor(worker_id)7.5:factor(category_id)-2.5 0
factor(worker_id)8.5:factor(category_id)-2.5 0
factor(worker_id)9.5:factor(category_id)-2.5 0
factor(worker_id)-8.5:factor(category_id)-1.5 0.88
factor(worker_id)-7.5:factor(category_id)-1.5 1
factor(worker_id)-6.5:factor(category_id)-1.5 0.01
factor(worker_id)-5.5:factor(category_id)-1.5 0
factor(worker_id)-4.5:factor(category_id)-1.5 0.42
factor(worker_id)-3.5:factor(category_id)-1.5 1
factor(worker_id)-2.5:factor(category_id)-1.5 0
factor(worker_id)-1.5:factor(category_id)-1.5 1
factor(worker_id)-0.5:factor(category_id)-1.5 0
factor(worker_id)0.5:factor(category_id)-1.5 0.14
factor(worker_id)1.5:factor(category_id)-1.5 0
factor(worker_id)2.5:factor(category_id)-1.5 0
factor(worker_id)3.5:factor(category_id)-1.5 0
factor(worker_id)4.5:factor(category_id)-1.5 0
factor(worker_id)5.5:factor(category_id)-1.5 0
factor(worker_id)6.5:factor(category_id)-1.5 0
factor(worker_id)7.5:factor(category_id)-1.5 0
factor(worker_id)8.5:factor(category_id)-1.5 0.01
factor(worker_id)9.5:factor(category_id)-1.5 0
factor(worker_id)-8.5:factor(category_id)-0.5 0.88
factor(worker_id)-7.5:factor(category_id)-0.5 0.58
factor(worker_id)-6.5:factor(category_id)-0.5 0
factor(worker_id)-5.5:factor(category_id)-0.5 0
factor(worker_id)-4.5:factor(category_id)-0.5 0.86
factor(worker_id)-3.5:factor(category_id)-0.5 0
factor(worker_id)-2.5:factor(category_id)-0.5 0.55
factor(worker_id)-1.5:factor(category_id)-0.5 0
factor(worker_id)-0.5:factor(category_id)-0.5 0
factor(worker_id)0.5:factor(category_id)-0.5 0
factor(worker_id)1.5:factor(category_id)-0.5 0.2
factor(worker_id)2.5:factor(category_id)-0.5 0
factor(worker_id)3.5:factor(category_id)-0.5 0
factor(worker_id)4.5:factor(category_id)-0.5 0
factor(worker_id)5.5:factor(category_id)-0.5 0
factor(worker_id)6.5:factor(category_id)-0.5 0
factor(worker_id)7.5:factor(category_id)-0.5 0
factor(worker_id)8.5:factor(category_id)-0.5 0
factor(worker_id)9.5:factor(category_id)-0.5 0
factor(worker_id)-8.5:factor(category_id)0.5 0
factor(worker_id)-7.5:factor(category_id)0.5 1
factor(worker_id)-6.5:factor(category_id)0.5 0.19
factor(worker_id)-5.5:factor(category_id)0.5 0.29
factor(worker_id)-4.5:factor(category_id)0.5 1
factor(worker_id)-3.5:factor(category_id)0.5 1
factor(worker_id)-2.5:factor(category_id)0.5 0.76
factor(worker_id)-1.5:factor(category_id)0.5 1
factor(worker_id)-0.5:factor(category_id)0.5 0
factor(worker_id)0.5:factor(category_id)0.5 0
factor(worker_id)1.5:factor(category_id)0.5 0
factor(worker_id)2.5:factor(category_id)0.5 0
factor(worker_id)3.5:factor(category_id)0.5 0
factor(worker_id)4.5:factor(category_id)0.5 0
factor(worker_id)5.5:factor(category_id)0.5 0
factor(worker_id)6.5:factor(category_id)0.5 0.05
factor(worker_id)7.5:factor(category_id)0.5 0.92
factor(worker_id)8.5:factor(category_id)0.5 1
factor(worker_id)9.5:factor(category_id)0.5 0.83
factor(worker_id)-8.5:factor(category_id)1.5 1
factor(worker_id)-7.5:factor(category_id)1.5 1
factor(worker_id)-6.5:factor(category_id)1.5 0
factor(worker_id)-5.5:factor(category_id)1.5 0.26
factor(worker_id)-4.5:factor(category_id)1.5 1
factor(worker_id)-3.5:factor(category_id)1.5 1
factor(worker_id)-2.5:factor(category_id)1.5 0.01
factor(worker_id)-1.5:factor(category_id)1.5 0.84
factor(worker_id)-0.5:factor(category_id)1.5 0.02
factor(worker_id)0.5:factor(category_id)1.5 0
factor(worker_id)1.5:factor(category_id)1.5 0.01
factor(worker_id)2.5:factor(category_id)1.5 0
factor(worker_id)3.5:factor(category_id)1.5 0
factor(worker_id)4.5:factor(category_id)1.5 0.39
factor(worker_id)5.5:factor(category_id)1.5 0
factor(worker_id)6.5:factor(category_id)1.5 0.28
factor(worker_id)7.5:factor(category_id)1.5 0.73
factor(worker_id)8.5:factor(category_id)1.5 0.16
factor(worker_id)9.5:factor(category_id)1.5 0.34
factor(worker_id)-8.5:factor(category_id)2.5 0
factor(worker_id)-7.5:factor(category_id)2.5 0.01
factor(worker_id)-6.5:factor(category_id)2.5 0
factor(worker_id)-5.5:factor(category_id)2.5 0
factor(worker_id)-4.5:factor(category_id)2.5 0
factor(worker_id)-3.5:factor(category_id)2.5 0.48
factor(worker_id)-2.5:factor(category_id)2.5 0
factor(worker_id)-1.5:factor(category_id)2.5 0
factor(worker_id)-0.5:factor(category_id)2.5 0
factor(worker_id)0.5:factor(category_id)2.5 0
factor(worker_id)1.5:factor(category_id)2.5 0
factor(worker_id)2.5:factor(category_id)2.5 0
factor(worker_id)3.5:factor(category_id)2.5 0
factor(worker_id)4.5:factor(category_id)2.5 0
factor(worker_id)5.5:factor(category_id)2.5 0
factor(worker_id)6.5:factor(category_id)2.5 0.28
factor(worker_id)7.5:factor(category_id)2.5 0
factor(worker_id)8.5:factor(category_id)2.5 0
factor(worker_id)9.5:factor(category_id)2.5 0
factor(worker_id)-8.5:factor(category_id)3.5 0.9
factor(worker_id)-7.5:factor(category_id)3.5 1
factor(worker_id)-6.5:factor(category_id)3.5 0.36
factor(worker_id)-5.5:factor(category_id)3.5 0.03
factor(worker_id)-4.5:factor(category_id)3.5 0
factor(worker_id)-3.5:factor(category_id)3.5 1
factor(worker_id)-2.5:factor(category_id)3.5 1
factor(worker_id)-1.5:factor(category_id)3.5 0.77
factor(worker_id)-0.5:factor(category_id)3.5 0.36
factor(worker_id)0.5:factor(category_id)3.5 0
factor(worker_id)1.5:factor(category_id)3.5 0
factor(worker_id)2.5:factor(category_id)3.5 1
factor(worker_id)3.5:factor(category_id)3.5 0.35
factor(worker_id)4.5:factor(category_id)3.5 0.4
factor(worker_id)5.5:factor(category_id)3.5 1
factor(worker_id)6.5:factor(category_id)3.5 0
factor(worker_id)7.5:factor(category_id)3.5 0
factor(worker_id)8.5:factor(category_id)3.5 0.01
factor(worker_id)9.5:factor(category_id)3.5 0
factor(worker_id)-8.5:factor(category_id)4.5 0
factor(worker_id)-7.5:factor(category_id)4.5 0
factor(worker_id)-6.5:factor(category_id)4.5 0
factor(worker_id)-5.5:factor(category_id)4.5 0
factor(worker_id)-4.5:factor(category_id)4.5 0
factor(worker_id)-3.5:factor(category_id)4.5 1
factor(worker_id)-2.5:factor(category_id)4.5 0.99
factor(worker_id)-1.5:factor(category_id)4.5 0.14
factor(worker_id)-0.5:factor(category_id)4.5 0
factor(worker_id)0.5:factor(category_id)4.5 0
factor(worker_id)1.5:factor(category_id)4.5 0
factor(worker_id)2.5:factor(category_id)4.5 0
factor(worker_id)3.5:factor(category_id)4.5 0
factor(worker_id)4.5:factor(category_id)4.5 0
factor(worker_id)5.5:factor(category_id)4.5 0
factor(worker_id)6.5:factor(category_id)4.5 0
factor(worker_id)7.5:factor(category_id)4.5 0
factor(worker_id)8.5:factor(category_id)4.5 0
factor(worker_id)9.5:factor(category_id)4.5 0

Significant match effect number = 41 out of 171

num_process = 50, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.092 0.143 -13.471 -13.095 -12.734
factor(worker_id)-8.5 100 0 0.335 0.203 -0.141 0.308 0.811
factor(worker_id)-7.5 100 0 0.365 0.204 -0.244 0.386 0.811
factor(worker_id)-6.5 100 0 1.620 0.209 1.129 1.610 2.267
factor(worker_id)-5.5 100 0 2.799 0.191 2.393 2.796 3.296
factor(worker_id)-4.5 100 0 3.054 0.238 2.427 3.042 3.547
factor(worker_id)-3.5 100 0 4.444 0.204 3.919 4.430 4.921
factor(worker_id)-2.5 100 0 5.108 0.198 4.647 5.101 5.573
factor(worker_id)-1.5 100 0 8.307 0.191 7.863 8.302 8.837
factor(worker_id)-0.5 100 0 8.197 0.203 7.694 8.210 8.648
factor(worker_id)0.5 100 0 9.260 0.213 8.750 9.256 9.851
factor(worker_id)1.5 100 0 10.659 0.209 10.262 10.661 11.201
factor(worker_id)2.5 100 0 9.922 0.209 9.409 9.930 10.478
factor(worker_id)3.5 100 0 13.629 0.215 12.997 13.627 14.146
factor(worker_id)4.5 100 0 12.762 0.190 12.276 12.753 13.351
factor(worker_id)5.5 100 0 13.957 0.208 13.486 13.954 14.478
factor(worker_id)6.5 100 0 15.545 0.207 15.160 15.505 16.151
factor(worker_id)7.5 100 0 15.865 0.212 15.442 15.884 16.353
factor(worker_id)8.5 100 0 16.848 0.188 16.345 16.846 17.332
factor(worker_id)9.5 100 0 18.932 0.202 18.549 18.950 19.394
factor(category_id)-3.5 100 0 0.076 0.193 -0.500 0.084 0.612
factor(category_id)-2.5 100 0 1.618 0.214 1.187 1.592 2.144
factor(category_id)-1.5 100 0 1.122 0.181 0.687 1.121 1.565
factor(category_id)-0.5 100 0 3.447 0.184 3.061 3.450 3.920
factor(category_id)0.5 100 0 3.579 0.214 3.023 3.572 4.143
factor(category_id)1.5 100 0 6.789 0.235 6.248 6.745 7.313
factor(category_id)2.5 100 0 6.115 0.203 5.642 6.131 6.611
factor(category_id)3.5 100 0 6.597 0.197 6.216 6.564 7.062
factor(category_id)4.5 100 0 9.230 0.191 8.772 9.232 9.616
factor(worker_id)-8.5:factor(category_id)-3.5 100 0 0.087 0.269 -0.659 0.105 0.880
factor(worker_id)-7.5:factor(category_id)-3.5 100 0 0.822 0.264 0.068 0.822 1.534
factor(worker_id)-6.5:factor(category_id)-3.5 100 0 1.784 0.276 0.929 1.815 2.633
factor(worker_id)-5.5:factor(category_id)-3.5 100 0 1.152 0.263 0.564 1.125 1.770
factor(worker_id)-4.5:factor(category_id)-3.5 100 0 2.198 0.320 1.525 2.206 2.990
factor(worker_id)-3.5:factor(category_id)-3.5 100 0 2.420 0.285 1.661 2.405 3.249
factor(worker_id)-2.5:factor(category_id)-3.5 100 0 1.290 0.273 0.712 1.252 2.102
factor(worker_id)-1.5:factor(category_id)-3.5 100 0 1.930 0.288 1.049 1.949 2.617
factor(worker_id)-0.5:factor(category_id)-3.5 100 0 1.040 0.265 0.364 1.037 1.613
factor(worker_id)0.5:factor(category_id)-3.5 100 0 2.277 0.290 1.716 2.256 3.161
factor(worker_id)1.5:factor(category_id)-3.5 100 0 0.234 0.281 -0.573 0.231 0.939
factor(worker_id)2.5:factor(category_id)-3.5 100 0 3.172 0.288 2.405 3.140 4.023
factor(worker_id)3.5:factor(category_id)-3.5 100 0 0.751 0.314 0.068 0.744 1.527
factor(worker_id)4.5:factor(category_id)-3.5 100 0 1.180 0.278 0.454 1.145 1.872
factor(worker_id)5.5:factor(category_id)-3.5 100 0 1.623 0.299 0.817 1.642 2.335
factor(worker_id)6.5:factor(category_id)-3.5 100 0 -0.749 0.279 -1.302 -0.745 0.021
factor(worker_id)7.5:factor(category_id)-3.5 100 0 0.967 0.279 0.381 0.926 1.591
factor(worker_id)8.5:factor(category_id)-3.5 100 0 2.961 0.221 2.398 2.972 3.603
factor(worker_id)9.5:factor(category_id)-3.5 100 0 0.006 0.302 -0.853 -0.022 0.778
factor(worker_id)-8.5:factor(category_id)-2.5 100 0 0.069 0.336 -0.707 0.050 0.753
factor(worker_id)-7.5:factor(category_id)-2.5 100 0 2.294 0.300 1.743 2.304 3.064
factor(worker_id)-6.5:factor(category_id)-2.5 100 0 -0.115 0.280 -0.878 -0.078 0.528
factor(worker_id)-5.5:factor(category_id)-2.5 100 0 1.320 0.277 0.649 1.256 1.918
factor(worker_id)-4.5:factor(category_id)-2.5 100 0 1.452 0.329 0.799 1.461 2.233
factor(worker_id)-3.5:factor(category_id)-2.5 100 0 1.519 0.290 0.695 1.528 2.156
factor(worker_id)-2.5:factor(category_id)-2.5 100 0 -0.512 0.288 -1.130 -0.540 0.247
factor(worker_id)-1.5:factor(category_id)-2.5 100 0 -0.307 0.300 -0.879 -0.270 0.300
factor(worker_id)-0.5:factor(category_id)-2.5 100 0 -0.008 0.282 -0.781 0.026 0.620
factor(worker_id)0.5:factor(category_id)-2.5 100 0 0.210 0.314 -0.602 0.233 0.862
factor(worker_id)1.5:factor(category_id)-2.5 100 0 0.749 0.289 0.087 0.756 1.412
factor(worker_id)2.5:factor(category_id)-2.5 100 0 2.277 0.268 1.552 2.279 2.854
factor(worker_id)3.5:factor(category_id)-2.5 100 0 -1.097 0.320 -1.775 -1.089 -0.144
factor(worker_id)4.5:factor(category_id)-2.5 100 0 1.522 0.270 0.899 1.523 2.483
factor(worker_id)5.5:factor(category_id)-2.5 100 0 0.797 0.317 0.012 0.810 1.400
factor(worker_id)6.5:factor(category_id)-2.5 100 0 -0.891 0.296 -1.524 -0.856 -0.233
factor(worker_id)7.5:factor(category_id)-2.5 100 0 -0.445 0.304 -1.165 -0.427 0.376
factor(worker_id)8.5:factor(category_id)-2.5 100 0 0.475 0.304 -0.181 0.454 1.210
factor(worker_id)9.5:factor(category_id)-2.5 100 0 -1.843 0.309 -2.767 -1.836 -1.116
factor(worker_id)-8.5:factor(category_id)-1.5 100 0 3.767 0.249 3.165 3.775 4.362
factor(worker_id)-7.5:factor(category_id)-1.5 100 0 0.193 0.263 -0.414 0.194 0.902
factor(worker_id)-6.5:factor(category_id)-1.5 100 0 2.090 0.301 1.290 2.097 2.808
factor(worker_id)-5.5:factor(category_id)-1.5 100 0 0.808 0.241 0.188 0.807 1.400
factor(worker_id)-4.5:factor(category_id)-1.5 100 0 2.876 0.305 1.937 2.865 3.672
factor(worker_id)-3.5:factor(category_id)-1.5 100 0 1.049 0.288 0.300 1.066 1.877
factor(worker_id)-2.5:factor(category_id)-1.5 100 0 1.381 0.269 0.686 1.377 2.185
factor(worker_id)-1.5:factor(category_id)-1.5 100 0 1.334 0.269 0.687 1.348 2.125
factor(worker_id)-0.5:factor(category_id)-1.5 100 0 3.110 0.305 2.270 3.115 3.805
factor(worker_id)0.5:factor(category_id)-1.5 100 0 -0.453 0.278 -1.224 -0.447 0.283
factor(worker_id)1.5:factor(category_id)-1.5 100 0 0.844 0.288 0.114 0.850 1.493
factor(worker_id)2.5:factor(category_id)-1.5 100 0 2.221 0.267 1.578 2.220 2.793
factor(worker_id)3.5:factor(category_id)-1.5 100 0 1.475 0.267 0.877 1.490 2.140
factor(worker_id)4.5:factor(category_id)-1.5 100 0 3.089 0.257 2.383 3.063 3.682
factor(worker_id)5.5:factor(category_id)-1.5 100 0 2.099 0.280 1.254 2.116 2.767
factor(worker_id)6.5:factor(category_id)-1.5 100 0 -0.807 0.281 -1.670 -0.766 -0.132
factor(worker_id)7.5:factor(category_id)-1.5 100 0 2.519 0.277 1.715 2.505 3.154
factor(worker_id)8.5:factor(category_id)-1.5 100 0 3.987 0.273 3.374 3.978 4.696
factor(worker_id)9.5:factor(category_id)-1.5 100 0 0.512 0.260 -0.200 0.513 1.226
factor(worker_id)-8.5:factor(category_id)-0.5 100 0 -0.288 0.270 -0.848 -0.267 0.453
factor(worker_id)-7.5:factor(category_id)-0.5 100 0 0.832 0.281 0.036 0.830 1.557
factor(worker_id)-6.5:factor(category_id)-0.5 100 0 1.741 0.266 1.053 1.750 2.288
factor(worker_id)-5.5:factor(category_id)-0.5 100 0 0.997 0.271 0.357 1.005 1.650
factor(worker_id)-4.5:factor(category_id)-0.5 100 0 2.731 0.299 2.101 2.740 3.449
factor(worker_id)-3.5:factor(category_id)-0.5 100 0 -1.107 0.293 -1.778 -1.085 -0.296
factor(worker_id)-2.5:factor(category_id)-0.5 100 0 0.876 0.276 0.266 0.874 1.623
factor(worker_id)-1.5:factor(category_id)-0.5 100 0 1.207 0.256 0.630 1.191 2.013
factor(worker_id)-0.5:factor(category_id)-0.5 100 0 1.801 0.263 1.105 1.842 2.471
factor(worker_id)0.5:factor(category_id)-0.5 100 0 0.085 0.308 -0.778 0.069 1.035
factor(worker_id)1.5:factor(category_id)-0.5 100 0 0.646 0.263 -0.054 0.674 1.239
factor(worker_id)2.5:factor(category_id)-0.5 100 0 1.437 0.283 0.817 1.434 2.227
factor(worker_id)3.5:factor(category_id)-0.5 100 0 -1.177 0.272 -1.795 -1.182 -0.347
factor(worker_id)4.5:factor(category_id)-0.5 100 0 1.331 0.265 0.668 1.305 1.975
factor(worker_id)5.5:factor(category_id)-0.5 100 0 -0.638 0.277 -1.390 -0.651 0.028
factor(worker_id)6.5:factor(category_id)-0.5 100 0 -0.746 0.287 -1.407 -0.725 -0.258
factor(worker_id)7.5:factor(category_id)-0.5 100 0 0.443 0.270 -0.103 0.411 1.133
factor(worker_id)8.5:factor(category_id)-0.5 100 0 1.032 0.232 0.491 1.046 1.477
factor(worker_id)9.5:factor(category_id)-0.5 100 0 0.973 0.257 0.468 0.972 1.661
factor(worker_id)-8.5:factor(category_id)0.5 100 0 0.004 0.311 -0.844 0.041 0.836
factor(worker_id)-7.5:factor(category_id)0.5 100 0 2.242 0.303 1.538 2.219 2.960
factor(worker_id)-6.5:factor(category_id)0.5 100 0 3.188 0.275 2.502 3.160 3.860
factor(worker_id)-5.5:factor(category_id)0.5 100 0 -0.749 0.286 -1.535 -0.748 -0.094
factor(worker_id)-4.5:factor(category_id)0.5 100 0 2.032 0.310 1.276 2.059 2.893
factor(worker_id)-3.5:factor(category_id)0.5 100 0 0.975 0.291 0.222 1.006 1.650
factor(worker_id)-2.5:factor(category_id)0.5 100 0 2.806 0.277 2.063 2.803 3.419
factor(worker_id)-1.5:factor(category_id)0.5 100 0 1.137 0.277 0.535 1.152 1.689
factor(worker_id)-0.5:factor(category_id)0.5 100 0 0.295 0.295 -0.420 0.285 0.855
factor(worker_id)0.5:factor(category_id)0.5 100 0 1.704 0.314 0.909 1.699 2.783
factor(worker_id)1.5:factor(category_id)0.5 100 0 1.497 0.336 0.487 1.488 2.302
factor(worker_id)2.5:factor(category_id)0.5 100 0 1.854 0.315 1.112 1.877 2.674
factor(worker_id)3.5:factor(category_id)0.5 100 0 -2.542 0.301 -3.381 -2.570 -1.908
factor(worker_id)4.5:factor(category_id)0.5 100 0 0.393 0.276 -0.312 0.369 1.252
factor(worker_id)5.5:factor(category_id)0.5 100 0 2.498 0.298 1.783 2.506 3.373
factor(worker_id)6.5:factor(category_id)0.5 100 0 1.557 0.309 0.745 1.563 2.146
factor(worker_id)7.5:factor(category_id)0.5 100 0 2.425 0.301 1.728 2.426 3.106
factor(worker_id)8.5:factor(category_id)0.5 100 0 2.825 0.260 2.153 2.821 3.444
factor(worker_id)9.5:factor(category_id)0.5 100 0 -1.129 0.300 -1.890 -1.095 -0.460
factor(worker_id)-8.5:factor(category_id)1.5 100 0 -0.710 0.331 -1.675 -0.671 -0.056
factor(worker_id)-7.5:factor(category_id)1.5 100 0 0.089 0.315 -0.743 0.101 0.827
factor(worker_id)-6.5:factor(category_id)1.5 100 0 0.556 0.325 -0.113 0.558 1.194
factor(worker_id)-5.5:factor(category_id)1.5 100 0 1.303 0.303 0.588 1.318 1.901
factor(worker_id)-4.5:factor(category_id)1.5 100 0 1.237 0.358 0.504 1.260 2.366
factor(worker_id)-3.5:factor(category_id)1.5 100 0 0.707 0.306 0.020 0.734 1.518
factor(worker_id)-2.5:factor(category_id)1.5 100 0 1.807 0.297 1.116 1.842 2.549
factor(worker_id)-1.5:factor(category_id)1.5 100 0 -0.085 0.288 -0.785 -0.088 0.513
factor(worker_id)-0.5:factor(category_id)1.5 100 0 0.366 0.316 -0.515 0.367 1.240
factor(worker_id)0.5:factor(category_id)1.5 100 0 -0.504 0.298 -1.016 -0.565 0.346
factor(worker_id)1.5:factor(category_id)1.5 100 0 -0.172 0.306 -0.915 -0.171 0.515
factor(worker_id)2.5:factor(category_id)1.5 100 0 2.015 0.333 1.229 2.000 2.874
factor(worker_id)3.5:factor(category_id)1.5 100 0 -1.912 0.314 -2.760 -1.886 -1.336
factor(worker_id)4.5:factor(category_id)1.5 100 0 -1.297 0.286 -1.823 -1.301 -0.690
factor(worker_id)5.5:factor(category_id)1.5 100 0 -0.560 0.335 -1.357 -0.568 0.497
factor(worker_id)6.5:factor(category_id)1.5 100 0 -2.158 0.326 -2.960 -2.120 -1.442
factor(worker_id)7.5:factor(category_id)1.5 100 0 -2.452 0.305 -3.071 -2.449 -1.820
factor(worker_id)8.5:factor(category_id)1.5 100 0 0.629 0.301 -0.077 0.627 1.284
factor(worker_id)9.5:factor(category_id)1.5 100 0 -1.770 0.291 -2.314 -1.804 -0.952
factor(worker_id)-8.5:factor(category_id)2.5 100 0 2.134 0.281 1.451 2.121 2.727
factor(worker_id)-7.5:factor(category_id)2.5 100 0 0.852 0.294 0.087 0.802 1.721
factor(worker_id)-6.5:factor(category_id)2.5 100 0 -0.077 0.281 -0.711 -0.051 0.703
factor(worker_id)-5.5:factor(category_id)2.5 100 0 -0.230 0.288 -0.947 -0.246 0.523
factor(worker_id)-4.5:factor(category_id)2.5 100 0 2.826 0.305 1.967 2.813 3.630
factor(worker_id)-3.5:factor(category_id)2.5 100 0 1.896 0.284 1.288 1.898 2.670
factor(worker_id)-2.5:factor(category_id)2.5 100 0 3.289 0.286 2.716 3.250 4.377
factor(worker_id)-1.5:factor(category_id)2.5 100 0 -0.365 0.260 -0.911 -0.355 0.220
factor(worker_id)-0.5:factor(category_id)2.5 100 0 -0.635 0.269 -1.322 -0.657 0.080
factor(worker_id)0.5:factor(category_id)2.5 100 0 -0.321 0.294 -1.215 -0.346 0.510
factor(worker_id)1.5:factor(category_id)2.5 100 0 0.735 0.288 -0.046 0.746 1.506
factor(worker_id)2.5:factor(category_id)2.5 100 0 1.499 0.294 0.780 1.513 2.192
factor(worker_id)3.5:factor(category_id)2.5 100 0 -1.274 0.295 -1.901 -1.309 -0.616
factor(worker_id)4.5:factor(category_id)2.5 100 0 1.080 0.274 0.320 1.093 1.772
factor(worker_id)5.5:factor(category_id)2.5 100 0 1.573 0.281 0.931 1.586 2.291
factor(worker_id)6.5:factor(category_id)2.5 100 0 0.373 0.268 -0.373 0.414 0.932
factor(worker_id)7.5:factor(category_id)2.5 100 0 0.836 0.307 0.131 0.791 1.534
factor(worker_id)8.5:factor(category_id)2.5 100 0 0.173 0.269 -0.492 0.172 0.733
factor(worker_id)9.5:factor(category_id)2.5 100 0 1.725 0.288 0.999 1.727 2.413
factor(worker_id)-8.5:factor(category_id)3.5 100 0 0.643 0.272 -0.027 0.668 1.282
factor(worker_id)-7.5:factor(category_id)3.5 100 0 0.707 0.281 0.170 0.668 1.284
factor(worker_id)-6.5:factor(category_id)3.5 100 0 2.434 0.282 1.738 2.460 3.258
factor(worker_id)-5.5:factor(category_id)3.5 100 0 0.580 0.261 0.003 0.570 1.186
factor(worker_id)-4.5:factor(category_id)3.5 100 0 3.862 0.303 3.237 3.887 4.740
factor(worker_id)-3.5:factor(category_id)3.5 100 0 1.900 0.282 1.228 1.916 2.705
factor(worker_id)-2.5:factor(category_id)3.5 100 0 1.007 0.285 0.355 1.022 1.942
factor(worker_id)-1.5:factor(category_id)3.5 100 0 2.124 0.257 1.471 2.161 2.751
factor(worker_id)-0.5:factor(category_id)3.5 100 0 -0.035 0.284 -0.889 -0.047 0.781
factor(worker_id)0.5:factor(category_id)3.5 100 0 0.214 0.299 -0.615 0.213 0.961
factor(worker_id)1.5:factor(category_id)3.5 100 0 -0.530 0.284 -1.270 -0.515 0.275
factor(worker_id)2.5:factor(category_id)3.5 100 0 1.708 0.296 0.855 1.762 2.459
factor(worker_id)3.5:factor(category_id)3.5 100 0 1.653 0.300 1.010 1.663 2.440
factor(worker_id)4.5:factor(category_id)3.5 100 0 1.206 0.271 0.561 1.211 1.970
factor(worker_id)5.5:factor(category_id)3.5 100 0 3.053 0.319 2.272 3.098 3.726
factor(worker_id)6.5:factor(category_id)3.5 100 0 1.179 0.278 0.412 1.162 1.830
factor(worker_id)7.5:factor(category_id)3.5 100 0 2.830 0.259 2.183 2.860 3.408
factor(worker_id)8.5:factor(category_id)3.5 100 0 1.110 0.256 0.336 1.119 1.844
factor(worker_id)9.5:factor(category_id)3.5 100 0 0.137 0.300 -0.621 0.185 0.785
factor(worker_id)-8.5:factor(category_id)4.5 100 0 -0.727 0.260 -1.217 -0.720 -0.073
factor(worker_id)-7.5:factor(category_id)4.5 100 0 -1.567 0.281 -2.168 -1.603 -0.802
factor(worker_id)-6.5:factor(category_id)4.5 100 0 -1.382 0.264 -1.970 -1.361 -0.670
factor(worker_id)-5.5:factor(category_id)4.5 100 0 0.338 0.290 -0.290 0.329 0.969
factor(worker_id)-4.5:factor(category_id)4.5 100 0 0.538 0.310 -0.267 0.548 1.595
factor(worker_id)-3.5:factor(category_id)4.5 100 0 1.937 0.280 1.215 1.979 2.504
factor(worker_id)-2.5:factor(category_id)4.5 100 0 -0.068 0.266 -0.613 -0.082 0.539
factor(worker_id)-1.5:factor(category_id)4.5 100 0 -2.903 0.262 -3.689 -2.892 -2.358
factor(worker_id)-0.5:factor(category_id)4.5 100 0 -0.982 0.290 -1.692 -0.945 -0.105
factor(worker_id)0.5:factor(category_id)4.5 100 0 0.000 0.302 -0.654 -0.023 0.749
factor(worker_id)1.5:factor(category_id)4.5 100 0 1.248 0.291 0.448 1.278 1.770
factor(worker_id)2.5:factor(category_id)4.5 100 0 -1.315 0.282 -2.090 -1.303 -0.473
factor(worker_id)3.5:factor(category_id)4.5 100 0 -0.493 0.287 -1.202 -0.518 0.241
factor(worker_id)4.5:factor(category_id)4.5 100 0 -0.809 0.287 -1.581 -0.768 -0.144
factor(worker_id)5.5:factor(category_id)4.5 100 0 -0.085 0.276 -0.667 -0.054 0.620
factor(worker_id)6.5:factor(category_id)4.5 100 0 -0.649 0.269 -1.390 -0.637 -0.008
factor(worker_id)7.5:factor(category_id)4.5 100 0 -0.820 0.272 -1.411 -0.842 -0.118
factor(worker_id)8.5:factor(category_id)4.5 100 0 -0.078 0.250 -0.635 -0.072 0.547
factor(worker_id)9.5:factor(category_id)4.5 100 0 -0.014 0.261 -0.650 -0.009 0.507

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -15.996 0.143 -16.375 -15.998 -15.637

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-8.5 0.35
factor(worker_id)-7.5 0.49
factor(worker_id)-6.5 1
factor(worker_id)-5.5 1
factor(worker_id)-4.5 1
factor(worker_id)-3.5 1
factor(worker_id)-2.5 1
factor(worker_id)-1.5 1
factor(worker_id)-0.5 1
factor(worker_id)0.5 1
factor(worker_id)1.5 1
factor(worker_id)2.5 1
factor(worker_id)3.5 1
factor(worker_id)4.5 1
factor(worker_id)5.5 1
factor(worker_id)6.5 1
factor(worker_id)7.5 1
factor(worker_id)8.5 1
factor(worker_id)9.5 1
factor(category_id)-3.5 0.04
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-8.5:factor(category_id)-3.5 0.03
factor(worker_id)-7.5:factor(category_id)-3.5 0.84
factor(worker_id)-6.5:factor(category_id)-3.5 1
factor(worker_id)-5.5:factor(category_id)-3.5 1
factor(worker_id)-4.5:factor(category_id)-3.5 1
factor(worker_id)-3.5:factor(category_id)-3.5 1
factor(worker_id)-2.5:factor(category_id)-3.5 1
factor(worker_id)-1.5:factor(category_id)-3.5 1
factor(worker_id)-0.5:factor(category_id)-3.5 0.96
factor(worker_id)0.5:factor(category_id)-3.5 1
factor(worker_id)1.5:factor(category_id)-3.5 0.12
factor(worker_id)2.5:factor(category_id)-3.5 1
factor(worker_id)3.5:factor(category_id)-3.5 0.76
factor(worker_id)4.5:factor(category_id)-3.5 0.98
factor(worker_id)5.5:factor(category_id)-3.5 1
factor(worker_id)6.5:factor(category_id)-3.5 0
factor(worker_id)7.5:factor(category_id)-3.5 0.93
factor(worker_id)8.5:factor(category_id)-3.5 1
factor(worker_id)9.5:factor(category_id)-3.5 0.03
factor(worker_id)-8.5:factor(category_id)-2.5 0.05
factor(worker_id)-7.5:factor(category_id)-2.5 1
factor(worker_id)-6.5:factor(category_id)-2.5 0
factor(worker_id)-5.5:factor(category_id)-2.5 1
factor(worker_id)-4.5:factor(category_id)-2.5 1
factor(worker_id)-3.5:factor(category_id)-2.5 1
factor(worker_id)-2.5:factor(category_id)-2.5 0
factor(worker_id)-1.5:factor(category_id)-2.5 0
factor(worker_id)-0.5:factor(category_id)-2.5 0.03
factor(worker_id)0.5:factor(category_id)-2.5 0.12
factor(worker_id)1.5:factor(category_id)-2.5 0.72
factor(worker_id)2.5:factor(category_id)-2.5 1
factor(worker_id)3.5:factor(category_id)-2.5 0
factor(worker_id)4.5:factor(category_id)-2.5 1
factor(worker_id)5.5:factor(category_id)-2.5 0.75
factor(worker_id)6.5:factor(category_id)-2.5 0
factor(worker_id)7.5:factor(category_id)-2.5 0
factor(worker_id)8.5:factor(category_id)-2.5 0.36
factor(worker_id)9.5:factor(category_id)-2.5 0
factor(worker_id)-8.5:factor(category_id)-1.5 1
factor(worker_id)-7.5:factor(category_id)-1.5 0.07
factor(worker_id)-6.5:factor(category_id)-1.5 1
factor(worker_id)-5.5:factor(category_id)-1.5 0.83
factor(worker_id)-4.5:factor(category_id)-1.5 1
factor(worker_id)-3.5:factor(category_id)-1.5 0.96
factor(worker_id)-2.5:factor(category_id)-1.5 1
factor(worker_id)-1.5:factor(category_id)-1.5 1
factor(worker_id)-0.5:factor(category_id)-1.5 1
factor(worker_id)0.5:factor(category_id)-1.5 0
factor(worker_id)1.5:factor(category_id)-1.5 0.85
factor(worker_id)2.5:factor(category_id)-1.5 1
factor(worker_id)3.5:factor(category_id)-1.5 1
factor(worker_id)4.5:factor(category_id)-1.5 1
factor(worker_id)5.5:factor(category_id)-1.5 1
factor(worker_id)6.5:factor(category_id)-1.5 0
factor(worker_id)7.5:factor(category_id)-1.5 1
factor(worker_id)8.5:factor(category_id)-1.5 1
factor(worker_id)9.5:factor(category_id)-1.5 0.37
factor(worker_id)-8.5:factor(category_id)-0.5 0
factor(worker_id)-7.5:factor(category_id)-0.5 0.85
factor(worker_id)-6.5:factor(category_id)-0.5 1
factor(worker_id)-5.5:factor(category_id)-0.5 0.96
factor(worker_id)-4.5:factor(category_id)-0.5 1
factor(worker_id)-3.5:factor(category_id)-0.5 0
factor(worker_id)-2.5:factor(category_id)-0.5 0.87
factor(worker_id)-1.5:factor(category_id)-0.5 1
factor(worker_id)-0.5:factor(category_id)-0.5 1
factor(worker_id)0.5:factor(category_id)-0.5 0.07
factor(worker_id)1.5:factor(category_id)-0.5 0.67
factor(worker_id)2.5:factor(category_id)-0.5 1
factor(worker_id)3.5:factor(category_id)-0.5 0
factor(worker_id)4.5:factor(category_id)-0.5 1
factor(worker_id)5.5:factor(category_id)-0.5 0
factor(worker_id)6.5:factor(category_id)-0.5 0
factor(worker_id)7.5:factor(category_id)-0.5 0.28
factor(worker_id)8.5:factor(category_id)-0.5 0.97
factor(worker_id)9.5:factor(category_id)-0.5 0.97
factor(worker_id)-8.5:factor(category_id)0.5 0.03
factor(worker_id)-7.5:factor(category_id)0.5 1
factor(worker_id)-6.5:factor(category_id)0.5 1
factor(worker_id)-5.5:factor(category_id)0.5 0
factor(worker_id)-4.5:factor(category_id)0.5 1
factor(worker_id)-3.5:factor(category_id)0.5 0.91
factor(worker_id)-2.5:factor(category_id)0.5 1
factor(worker_id)-1.5:factor(category_id)0.5 0.97
factor(worker_id)-0.5:factor(category_id)0.5 0.2
factor(worker_id)0.5:factor(category_id)0.5 1
factor(worker_id)1.5:factor(category_id)0.5 0.99
factor(worker_id)2.5:factor(category_id)0.5 1
factor(worker_id)3.5:factor(category_id)0.5 0
factor(worker_id)4.5:factor(category_id)0.5 0.27
factor(worker_id)5.5:factor(category_id)0.5 1
factor(worker_id)6.5:factor(category_id)0.5 1
factor(worker_id)7.5:factor(category_id)0.5 1
factor(worker_id)8.5:factor(category_id)0.5 1
factor(worker_id)9.5:factor(category_id)0.5 0
factor(worker_id)-8.5:factor(category_id)1.5 0
factor(worker_id)-7.5:factor(category_id)1.5 0.07
factor(worker_id)-6.5:factor(category_id)1.5 0.5
factor(worker_id)-5.5:factor(category_id)1.5 1
factor(worker_id)-4.5:factor(category_id)1.5 0.97
factor(worker_id)-3.5:factor(category_id)1.5 0.7
factor(worker_id)-2.5:factor(category_id)1.5 1
factor(worker_id)-1.5:factor(category_id)1.5 0
factor(worker_id)-0.5:factor(category_id)1.5 0.25
factor(worker_id)0.5:factor(category_id)1.5 0
factor(worker_id)1.5:factor(category_id)1.5 0
factor(worker_id)2.5:factor(category_id)1.5 1
factor(worker_id)3.5:factor(category_id)1.5 0
factor(worker_id)4.5:factor(category_id)1.5 0
factor(worker_id)5.5:factor(category_id)1.5 0
factor(worker_id)6.5:factor(category_id)1.5 0
factor(worker_id)7.5:factor(category_id)1.5 0
factor(worker_id)8.5:factor(category_id)1.5 0.64
factor(worker_id)9.5:factor(category_id)1.5 0
factor(worker_id)-8.5:factor(category_id)2.5 1
factor(worker_id)-7.5:factor(category_id)2.5 0.89
factor(worker_id)-6.5:factor(category_id)2.5 0.02
factor(worker_id)-5.5:factor(category_id)2.5 0
factor(worker_id)-4.5:factor(category_id)2.5 1
factor(worker_id)-3.5:factor(category_id)2.5 1
factor(worker_id)-2.5:factor(category_id)2.5 1
factor(worker_id)-1.5:factor(category_id)2.5 0
factor(worker_id)-0.5:factor(category_id)2.5 0
factor(worker_id)0.5:factor(category_id)2.5 0
factor(worker_id)1.5:factor(category_id)2.5 0.72
factor(worker_id)2.5:factor(category_id)2.5 1
factor(worker_id)3.5:factor(category_id)2.5 0
factor(worker_id)4.5:factor(category_id)2.5 0.97
factor(worker_id)5.5:factor(category_id)2.5 1
factor(worker_id)6.5:factor(category_id)2.5 0.26
factor(worker_id)7.5:factor(category_id)2.5 0.8
factor(worker_id)8.5:factor(category_id)2.5 0.1
factor(worker_id)9.5:factor(category_id)2.5 1
factor(worker_id)-8.5:factor(category_id)3.5 0.61
factor(worker_id)-7.5:factor(category_id)3.5 0.72
factor(worker_id)-6.5:factor(category_id)3.5 1
factor(worker_id)-5.5:factor(category_id)3.5 0.55
factor(worker_id)-4.5:factor(category_id)3.5 1
factor(worker_id)-3.5:factor(category_id)3.5 1
factor(worker_id)-2.5:factor(category_id)3.5 0.92
factor(worker_id)-1.5:factor(category_id)3.5 1
factor(worker_id)-0.5:factor(category_id)3.5 0.02
factor(worker_id)0.5:factor(category_id)3.5 0.11
factor(worker_id)1.5:factor(category_id)3.5 0
factor(worker_id)2.5:factor(category_id)3.5 1
factor(worker_id)3.5:factor(category_id)3.5 1
factor(worker_id)4.5:factor(category_id)3.5 1
factor(worker_id)5.5:factor(category_id)3.5 1
factor(worker_id)6.5:factor(category_id)3.5 0.99
factor(worker_id)7.5:factor(category_id)3.5 1
factor(worker_id)8.5:factor(category_id)3.5 0.99
factor(worker_id)9.5:factor(category_id)3.5 0.06
factor(worker_id)-8.5:factor(category_id)4.5 0
factor(worker_id)-7.5:factor(category_id)4.5 0
factor(worker_id)-6.5:factor(category_id)4.5 0
factor(worker_id)-5.5:factor(category_id)4.5 0.21
factor(worker_id)-4.5:factor(category_id)4.5 0.48
factor(worker_id)-3.5:factor(category_id)4.5 1
factor(worker_id)-2.5:factor(category_id)4.5 0
factor(worker_id)-1.5:factor(category_id)4.5 0
factor(worker_id)-0.5:factor(category_id)4.5 0
factor(worker_id)0.5:factor(category_id)4.5 0.05
factor(worker_id)1.5:factor(category_id)4.5 0.99
factor(worker_id)2.5:factor(category_id)4.5 0
factor(worker_id)3.5:factor(category_id)4.5 0
factor(worker_id)4.5:factor(category_id)4.5 0
factor(worker_id)5.5:factor(category_id)4.5 0.01
factor(worker_id)6.5:factor(category_id)4.5 0
factor(worker_id)7.5:factor(category_id)4.5 0
factor(worker_id)8.5:factor(category_id)4.5 0
factor(worker_id)9.5:factor(category_id)4.5 0

Significant match effect number = 86 out of 171

num_process = 100, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.706 0.107 -14.052 -13.714 -13.355
factor(worker_id)-8.5 100 0 -0.289 0.163 -0.809 -0.268 0.272
factor(worker_id)-7.5 100 0 2.610 0.145 2.108 2.618 2.979
factor(worker_id)-6.5 100 0 1.479 0.139 1.159 1.496 1.829
factor(worker_id)-5.5 100 0 5.134 0.157 4.736 5.137 5.652
factor(worker_id)-4.5 100 0 4.925 0.148 4.523 4.934 5.423
factor(worker_id)-3.5 100 0 5.067 0.143 4.737 5.067 5.551
factor(worker_id)-2.5 100 0 7.555 0.156 7.089 7.557 7.969
factor(worker_id)-1.5 100 0 7.046 0.157 6.598 7.072 7.482
factor(worker_id)-0.5 100 0 7.385 0.143 6.974 7.378 7.853
factor(worker_id)0.5 100 0 9.283 0.149 8.864 9.288 9.715
factor(worker_id)1.5 100 0 12.220 0.154 11.788 12.221 12.579
factor(worker_id)2.5 100 0 11.566 0.132 11.256 11.555 11.918
factor(worker_id)3.5 100 0 13.464 0.146 13.176 13.455 14.005
factor(worker_id)4.5 100 0 13.381 0.142 12.912 13.388 13.718
factor(worker_id)5.5 100 0 14.023 0.148 13.546 14.025 14.431
factor(worker_id)6.5 100 0 15.409 0.144 15.096 15.396 15.796
factor(worker_id)7.5 100 0 16.790 0.134 16.420 16.793 17.088
factor(worker_id)8.5 100 0 18.335 0.140 18.040 18.321 18.771
factor(worker_id)9.5 100 0 19.229 0.156 18.818 19.242 19.607
factor(category_id)-3.5 100 0 4.253 0.143 3.845 4.278 4.708
factor(category_id)-2.5 100 0 1.817 0.147 1.375 1.821 2.174
factor(category_id)-1.5 100 0 2.483 0.157 2.015 2.478 2.836
factor(category_id)-0.5 100 0 3.691 0.153 3.285 3.701 4.113
factor(category_id)0.5 100 0 5.729 0.133 5.379 5.722 6.044
factor(category_id)1.5 100 0 5.514 0.146 5.145 5.512 5.962
factor(category_id)2.5 100 0 6.916 0.145 6.584 6.916 7.222
factor(category_id)3.5 100 0 7.983 0.143 7.534 7.978 8.285
factor(category_id)4.5 100 0 9.329 0.166 8.952 9.324 9.761
factor(worker_id)-8.5:factor(category_id)-3.5 100 0 -2.418 0.212 -2.914 -2.399 -1.817
factor(worker_id)-7.5:factor(category_id)-3.5 100 0 -3.002 0.188 -3.528 -3.008 -2.413
factor(worker_id)-6.5:factor(category_id)-3.5 100 0 -2.378 0.193 -2.909 -2.392 -1.955
factor(worker_id)-5.5:factor(category_id)-3.5 100 0 -5.537 0.210 -6.136 -5.551 -4.971
factor(worker_id)-4.5:factor(category_id)-3.5 100 0 -3.540 0.234 -4.120 -3.541 -2.864
factor(worker_id)-3.5:factor(category_id)-3.5 100 0 -2.278 0.204 -3.056 -2.253 -1.796
factor(worker_id)-2.5:factor(category_id)-3.5 100 0 -6.767 0.213 -7.322 -6.753 -6.259
factor(worker_id)-1.5:factor(category_id)-3.5 100 0 -2.910 0.215 -3.393 -2.913 -2.374
factor(worker_id)-0.5:factor(category_id)-3.5 100 0 -1.601 0.213 -2.122 -1.601 -1.110
factor(worker_id)0.5:factor(category_id)-3.5 100 0 -3.649 0.183 -4.247 -3.645 -3.155
factor(worker_id)1.5:factor(category_id)-3.5 100 0 -5.991 0.211 -6.551 -6.025 -5.347
factor(worker_id)2.5:factor(category_id)-3.5 100 0 -1.390 0.194 -1.837 -1.371 -0.908
factor(worker_id)3.5:factor(category_id)-3.5 100 0 -3.415 0.200 -4.216 -3.406 -3.013
factor(worker_id)4.5:factor(category_id)-3.5 100 0 -3.263 0.211 -3.959 -3.263 -2.692
factor(worker_id)5.5:factor(category_id)-3.5 100 0 -1.183 0.212 -1.881 -1.203 -0.651
factor(worker_id)6.5:factor(category_id)-3.5 100 0 -0.464 0.193 -0.967 -0.461 0.011
factor(worker_id)7.5:factor(category_id)-3.5 100 0 -3.165 0.176 -3.515 -3.168 -2.628
factor(worker_id)8.5:factor(category_id)-3.5 100 0 -4.287 0.192 -4.717 -4.274 -3.663
factor(worker_id)9.5:factor(category_id)-3.5 100 0 -3.566 0.202 -4.153 -3.544 -3.052
factor(worker_id)-8.5:factor(category_id)-2.5 100 0 1.585 0.223 1.017 1.576 2.309
factor(worker_id)-7.5:factor(category_id)-2.5 100 0 -0.683 0.191 -1.132 -0.691 -0.134
factor(worker_id)-6.5:factor(category_id)-2.5 100 0 0.588 0.199 0.090 0.579 1.189
factor(worker_id)-5.5:factor(category_id)-2.5 100 0 -1.174 0.217 -1.837 -1.145 -0.549
factor(worker_id)-4.5:factor(category_id)-2.5 100 0 -0.360 0.204 -0.888 -0.356 0.172
factor(worker_id)-3.5:factor(category_id)-2.5 100 0 0.817 0.200 0.333 0.835 1.418
factor(worker_id)-2.5:factor(category_id)-2.5 100 0 -0.876 0.206 -1.365 -0.860 -0.128
factor(worker_id)-1.5:factor(category_id)-2.5 100 0 -0.999 0.222 -1.732 -1.041 -0.471
factor(worker_id)-0.5:factor(category_id)-2.5 100 0 2.906 0.207 2.375 2.916 3.606
factor(worker_id)0.5:factor(category_id)-2.5 100 0 1.356 0.220 0.827 1.326 1.835
factor(worker_id)1.5:factor(category_id)-2.5 100 0 -1.556 0.219 -2.087 -1.542 -0.885
factor(worker_id)2.5:factor(category_id)-2.5 100 0 0.822 0.193 0.129 0.827 1.256
factor(worker_id)3.5:factor(category_id)-2.5 100 0 1.913 0.204 1.322 1.914 2.444
factor(worker_id)4.5:factor(category_id)-2.5 100 0 1.606 0.203 1.078 1.605 2.197
factor(worker_id)5.5:factor(category_id)-2.5 100 0 0.407 0.197 -0.219 0.393 1.013
factor(worker_id)6.5:factor(category_id)-2.5 100 0 -0.484 0.225 -1.014 -0.476 0.085
factor(worker_id)7.5:factor(category_id)-2.5 100 0 -0.715 0.192 -1.152 -0.708 -0.172
factor(worker_id)8.5:factor(category_id)-2.5 100 0 2.027 0.202 1.305 2.035 2.569
factor(worker_id)9.5:factor(category_id)-2.5 100 0 0.104 0.212 -0.496 0.114 0.688
factor(worker_id)-8.5:factor(category_id)-1.5 100 0 1.490 0.226 0.786 1.504 2.213
factor(worker_id)-7.5:factor(category_id)-1.5 100 0 -0.995 0.223 -1.538 -0.987 -0.283
factor(worker_id)-6.5:factor(category_id)-1.5 100 0 1.481 0.197 0.996 1.479 1.930
factor(worker_id)-5.5:factor(category_id)-1.5 100 0 -0.601 0.196 -1.156 -0.564 -0.139
factor(worker_id)-4.5:factor(category_id)-1.5 100 0 -0.185 0.202 -0.753 -0.158 0.391
factor(worker_id)-3.5:factor(category_id)-1.5 100 0 1.592 0.215 0.925 1.592 2.075
factor(worker_id)-2.5:factor(category_id)-1.5 100 0 0.980 0.200 0.361 0.942 1.470
factor(worker_id)-1.5:factor(category_id)-1.5 100 0 2.082 0.220 1.618 2.065 2.636
factor(worker_id)-0.5:factor(category_id)-1.5 100 0 2.714 0.202 2.157 2.720 3.180
factor(worker_id)0.5:factor(category_id)-1.5 100 0 2.623 0.221 2.191 2.616 3.244
factor(worker_id)1.5:factor(category_id)-1.5 100 0 -2.032 0.217 -2.530 -2.051 -1.467
factor(worker_id)2.5:factor(category_id)-1.5 100 0 1.295 0.203 0.712 1.290 1.856
factor(worker_id)3.5:factor(category_id)-1.5 100 0 -2.733 0.231 -3.384 -2.719 -2.193
factor(worker_id)4.5:factor(category_id)-1.5 100 0 1.271 0.216 0.627 1.271 1.858
factor(worker_id)5.5:factor(category_id)-1.5 100 0 3.470 0.213 2.990 3.477 4.109
factor(worker_id)6.5:factor(category_id)-1.5 100 0 1.467 0.198 0.946 1.471 1.803
factor(worker_id)7.5:factor(category_id)-1.5 100 0 -0.224 0.205 -0.718 -0.200 0.196
factor(worker_id)8.5:factor(category_id)-1.5 100 0 1.066 0.205 0.531 1.054 1.571
factor(worker_id)9.5:factor(category_id)-1.5 100 0 0.370 0.218 -0.243 0.373 0.841
factor(worker_id)-8.5:factor(category_id)-0.5 100 0 0.238 0.222 -0.539 0.249 0.777
factor(worker_id)-7.5:factor(category_id)-0.5 100 0 0.354 0.216 -0.088 0.360 0.852
factor(worker_id)-6.5:factor(category_id)-0.5 100 0 1.159 0.201 0.685 1.167 1.731
factor(worker_id)-5.5:factor(category_id)-0.5 100 0 -2.154 0.207 -2.820 -2.157 -1.585
factor(worker_id)-4.5:factor(category_id)-0.5 100 0 -1.680 0.207 -2.394 -1.669 -1.198
factor(worker_id)-3.5:factor(category_id)-0.5 100 0 1.915 0.230 1.260 1.906 2.416
factor(worker_id)-2.5:factor(category_id)-0.5 100 0 -1.220 0.232 -1.784 -1.230 -0.620
factor(worker_id)-1.5:factor(category_id)-0.5 100 0 1.746 0.217 1.180 1.751 2.230
factor(worker_id)-0.5:factor(category_id)-0.5 100 0 2.144 0.206 1.464 2.160 2.723
factor(worker_id)0.5:factor(category_id)-0.5 100 0 2.613 0.218 2.145 2.585 3.161
factor(worker_id)1.5:factor(category_id)-0.5 100 0 -0.936 0.232 -1.527 -0.924 -0.154
factor(worker_id)2.5:factor(category_id)-0.5 100 0 2.385 0.195 1.851 2.398 2.813
factor(worker_id)3.5:factor(category_id)-0.5 100 0 0.004 0.202 -0.600 0.005 0.510
factor(worker_id)4.5:factor(category_id)-0.5 100 0 0.076 0.190 -0.393 0.094 0.628
factor(worker_id)5.5:factor(category_id)-0.5 100 0 0.300 0.227 -0.310 0.317 0.824
factor(worker_id)6.5:factor(category_id)-0.5 100 0 -1.549 0.209 -2.043 -1.537 -1.054
factor(worker_id)7.5:factor(category_id)-0.5 100 0 1.099 0.200 0.563 1.092 1.540
factor(worker_id)8.5:factor(category_id)-0.5 100 0 -0.668 0.189 -1.184 -0.672 -0.203
factor(worker_id)9.5:factor(category_id)-0.5 100 0 -0.541 0.227 -1.026 -0.566 0.015
factor(worker_id)-8.5:factor(category_id)0.5 100 0 2.569 0.202 2.108 2.554 3.149
factor(worker_id)-7.5:factor(category_id)0.5 100 0 -0.861 0.191 -1.271 -0.865 -0.327
factor(worker_id)-6.5:factor(category_id)0.5 100 0 1.044 0.190 0.624 1.041 1.510
factor(worker_id)-5.5:factor(category_id)0.5 100 0 -1.630 0.201 -2.149 -1.662 -1.144
factor(worker_id)-4.5:factor(category_id)0.5 100 0 -1.297 0.191 -1.778 -1.275 -0.774
factor(worker_id)-3.5:factor(category_id)0.5 100 0 -0.905 0.184 -1.381 -0.888 -0.321
factor(worker_id)-2.5:factor(category_id)0.5 100 0 -0.737 0.205 -1.245 -0.717 -0.256
factor(worker_id)-1.5:factor(category_id)0.5 100 0 -0.399 0.228 -1.184 -0.386 0.140
factor(worker_id)-0.5:factor(category_id)0.5 100 0 1.096 0.202 0.598 1.097 1.616
factor(worker_id)0.5:factor(category_id)0.5 100 0 1.238 0.194 0.772 1.234 1.810
factor(worker_id)1.5:factor(category_id)0.5 100 0 -2.650 0.196 -3.087 -2.671 -2.039
factor(worker_id)2.5:factor(category_id)0.5 100 0 -1.070 0.198 -1.578 -1.067 -0.346
factor(worker_id)3.5:factor(category_id)0.5 100 0 -1.008 0.209 -1.701 -1.004 -0.421
factor(worker_id)4.5:factor(category_id)0.5 100 0 0.538 0.203 0.001 0.538 1.015
factor(worker_id)5.5:factor(category_id)0.5 100 0 -0.133 0.196 -0.663 -0.127 0.323
factor(worker_id)6.5:factor(category_id)0.5 100 0 -0.052 0.188 -0.422 -0.046 0.552
factor(worker_id)7.5:factor(category_id)0.5 100 0 0.071 0.195 -0.364 0.087 0.650
factor(worker_id)8.5:factor(category_id)0.5 100 0 -1.200 0.188 -1.779 -1.193 -0.601
factor(worker_id)9.5:factor(category_id)0.5 100 0 -1.411 0.196 -1.846 -1.424 -0.853
factor(worker_id)-8.5:factor(category_id)1.5 100 0 -0.204 0.224 -0.877 -0.215 0.319
factor(worker_id)-7.5:factor(category_id)1.5 100 0 -0.659 0.185 -1.169 -0.671 -0.208
factor(worker_id)-6.5:factor(category_id)1.5 100 0 1.335 0.200 0.836 1.323 1.794
factor(worker_id)-5.5:factor(category_id)1.5 100 0 -0.373 0.227 -1.019 -0.370 0.190
factor(worker_id)-4.5:factor(category_id)1.5 100 0 -0.119 0.217 -0.774 -0.065 0.342
factor(worker_id)-3.5:factor(category_id)1.5 100 0 1.137 0.200 0.485 1.139 1.671
factor(worker_id)-2.5:factor(category_id)1.5 100 0 -0.872 0.205 -1.559 -0.862 -0.346
factor(worker_id)-1.5:factor(category_id)1.5 100 0 1.168 0.212 0.699 1.166 1.741
factor(worker_id)-0.5:factor(category_id)1.5 100 0 1.717 0.206 0.927 1.738 2.165
factor(worker_id)0.5:factor(category_id)1.5 100 0 1.594 0.218 1.061 1.572 2.188
factor(worker_id)1.5:factor(category_id)1.5 100 0 -0.150 0.222 -0.701 -0.151 0.423
factor(worker_id)2.5:factor(category_id)1.5 100 0 1.754 0.185 1.177 1.752 2.226
factor(worker_id)3.5:factor(category_id)1.5 100 0 -1.789 0.220 -2.655 -1.784 -1.181
factor(worker_id)4.5:factor(category_id)1.5 100 0 0.213 0.202 -0.338 0.192 0.711
factor(worker_id)5.5:factor(category_id)1.5 100 0 1.250 0.211 0.613 1.256 1.854
factor(worker_id)6.5:factor(category_id)1.5 100 0 -1.200 0.214 -1.854 -1.179 -0.827
factor(worker_id)7.5:factor(category_id)1.5 100 0 0.536 0.194 0.042 0.516 1.038
factor(worker_id)8.5:factor(category_id)1.5 100 0 -0.610 0.200 -1.133 -0.585 -0.265
factor(worker_id)9.5:factor(category_id)1.5 100 0 0.515 0.200 -0.024 0.500 0.973
factor(worker_id)-8.5:factor(category_id)2.5 100 0 -1.053 0.223 -1.636 -1.016 -0.543
factor(worker_id)-7.5:factor(category_id)2.5 100 0 -0.408 0.209 -0.887 -0.412 0.322
factor(worker_id)-6.5:factor(category_id)2.5 100 0 2.713 0.188 2.274 2.719 3.166
factor(worker_id)-5.5:factor(category_id)2.5 100 0 -2.914 0.228 -3.669 -2.913 -2.360
factor(worker_id)-4.5:factor(category_id)2.5 100 0 -0.912 0.194 -1.461 -0.909 -0.316
factor(worker_id)-3.5:factor(category_id)2.5 100 0 0.992 0.208 0.467 1.009 1.402
factor(worker_id)-2.5:factor(category_id)2.5 100 0 -1.696 0.213 -2.132 -1.705 -1.166
factor(worker_id)-1.5:factor(category_id)2.5 100 0 -0.255 0.194 -0.711 -0.261 0.227
factor(worker_id)-0.5:factor(category_id)2.5 100 0 3.678 0.207 3.200 3.704 4.121
factor(worker_id)0.5:factor(category_id)2.5 100 0 -0.521 0.221 -1.093 -0.535 0.023
factor(worker_id)1.5:factor(category_id)2.5 100 0 -2.058 0.228 -2.609 -2.055 -1.465
factor(worker_id)2.5:factor(category_id)2.5 100 0 -1.382 0.197 -1.875 -1.380 -0.841
factor(worker_id)3.5:factor(category_id)2.5 100 0 -0.575 0.202 -1.203 -0.561 -0.077
factor(worker_id)4.5:factor(category_id)2.5 100 0 -0.807 0.183 -1.204 -0.820 -0.403
factor(worker_id)5.5:factor(category_id)2.5 100 0 0.145 0.202 -0.281 0.144 0.645
factor(worker_id)6.5:factor(category_id)2.5 100 0 0.346 0.219 -0.108 0.332 0.821
factor(worker_id)7.5:factor(category_id)2.5 100 0 -1.671 0.186 -2.122 -1.687 -1.257
factor(worker_id)8.5:factor(category_id)2.5 100 0 0.845 0.194 0.442 0.829 1.313
factor(worker_id)9.5:factor(category_id)2.5 100 0 -1.106 0.217 -1.576 -1.135 -0.599
factor(worker_id)-8.5:factor(category_id)3.5 100 0 1.402 0.215 0.987 1.382 1.904
factor(worker_id)-7.5:factor(category_id)3.5 100 0 -1.370 0.194 -1.758 -1.390 -0.821
factor(worker_id)-6.5:factor(category_id)3.5 100 0 1.691 0.215 1.231 1.704 2.330
factor(worker_id)-5.5:factor(category_id)3.5 100 0 -2.965 0.212 -3.447 -2.967 -2.487
factor(worker_id)-4.5:factor(category_id)3.5 100 0 -1.348 0.202 -2.016 -1.377 -0.743
factor(worker_id)-3.5:factor(category_id)3.5 100 0 -0.599 0.210 -1.052 -0.615 -0.092
factor(worker_id)-2.5:factor(category_id)3.5 100 0 -3.000 0.227 -3.518 -2.976 -2.464
factor(worker_id)-1.5:factor(category_id)3.5 100 0 0.244 0.208 -0.240 0.242 0.789
factor(worker_id)-0.5:factor(category_id)3.5 100 0 -0.382 0.213 -0.893 -0.385 0.209
factor(worker_id)0.5:factor(category_id)3.5 100 0 -0.811 0.189 -1.301 -0.836 -0.138
factor(worker_id)1.5:factor(category_id)3.5 100 0 -2.195 0.201 -2.660 -2.195 -1.666
factor(worker_id)2.5:factor(category_id)3.5 100 0 0.118 0.187 -0.446 0.115 0.605
factor(worker_id)3.5:factor(category_id)3.5 100 0 -0.967 0.200 -1.427 -0.963 -0.458
factor(worker_id)4.5:factor(category_id)3.5 100 0 2.386 0.204 1.900 2.399 3.070
factor(worker_id)5.5:factor(category_id)3.5 100 0 -0.647 0.215 -1.181 -0.650 -0.076
factor(worker_id)6.5:factor(category_id)3.5 100 0 1.488 0.184 1.058 1.499 1.905
factor(worker_id)7.5:factor(category_id)3.5 100 0 0.769 0.204 0.242 0.779 1.243
factor(worker_id)8.5:factor(category_id)3.5 100 0 -1.535 0.195 -2.056 -1.527 -1.141
factor(worker_id)9.5:factor(category_id)3.5 100 0 0.886 0.209 0.374 0.881 1.363
factor(worker_id)-8.5:factor(category_id)4.5 100 0 1.028 0.226 0.379 1.039 1.656
factor(worker_id)-7.5:factor(category_id)4.5 100 0 -1.788 0.203 -2.249 -1.783 -1.287
factor(worker_id)-6.5:factor(category_id)4.5 100 0 -0.541 0.196 -0.979 -0.547 -0.030
factor(worker_id)-5.5:factor(category_id)4.5 100 0 -2.928 0.218 -3.628 -2.922 -2.400
factor(worker_id)-4.5:factor(category_id)4.5 100 0 -0.944 0.223 -1.493 -0.954 -0.434
factor(worker_id)-3.5:factor(category_id)4.5 100 0 -0.198 0.230 -0.764 -0.193 0.302
factor(worker_id)-2.5:factor(category_id)4.5 100 0 -1.876 0.234 -2.569 -1.853 -1.399
factor(worker_id)-1.5:factor(category_id)4.5 100 0 -1.177 0.235 -1.777 -1.163 -0.525
factor(worker_id)-0.5:factor(category_id)4.5 100 0 1.067 0.226 0.500 1.067 1.722
factor(worker_id)0.5:factor(category_id)4.5 100 0 0.357 0.231 -0.221 0.338 0.970
factor(worker_id)1.5:factor(category_id)4.5 100 0 -4.036 0.222 -4.544 -4.060 -3.506
factor(worker_id)2.5:factor(category_id)4.5 100 0 1.282 0.205 0.800 1.265 1.752
factor(worker_id)3.5:factor(category_id)4.5 100 0 -1.257 0.204 -1.882 -1.264 -0.753
factor(worker_id)4.5:factor(category_id)4.5 100 0 0.098 0.207 -0.319 0.082 0.584
factor(worker_id)5.5:factor(category_id)4.5 100 0 1.105 0.217 0.640 1.101 1.764
factor(worker_id)6.5:factor(category_id)4.5 100 0 0.052 0.232 -0.521 0.050 0.532
factor(worker_id)7.5:factor(category_id)4.5 100 0 -0.710 0.212 -1.193 -0.706 -0.280
factor(worker_id)8.5:factor(category_id)4.5 100 0 0.304 0.222 -0.280 0.320 0.893
factor(worker_id)9.5:factor(category_id)4.5 100 0 -1.145 0.252 -1.730 -1.160 -0.415

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -15.984 0.107 -16.330 -15.993 -15.633

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-8.5 0
factor(worker_id)-7.5 1
factor(worker_id)-6.5 1
factor(worker_id)-5.5 1
factor(worker_id)-4.5 1
factor(worker_id)-3.5 1
factor(worker_id)-2.5 1
factor(worker_id)-1.5 1
factor(worker_id)-0.5 1
factor(worker_id)0.5 1
factor(worker_id)1.5 1
factor(worker_id)2.5 1
factor(worker_id)3.5 1
factor(worker_id)4.5 1
factor(worker_id)5.5 1
factor(worker_id)6.5 1
factor(worker_id)7.5 1
factor(worker_id)8.5 1
factor(worker_id)9.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-8.5:factor(category_id)-3.5 0
factor(worker_id)-7.5:factor(category_id)-3.5 0
factor(worker_id)-6.5:factor(category_id)-3.5 0
factor(worker_id)-5.5:factor(category_id)-3.5 0
factor(worker_id)-4.5:factor(category_id)-3.5 0
factor(worker_id)-3.5:factor(category_id)-3.5 0
factor(worker_id)-2.5:factor(category_id)-3.5 0
factor(worker_id)-1.5:factor(category_id)-3.5 0
factor(worker_id)-0.5:factor(category_id)-3.5 0
factor(worker_id)0.5:factor(category_id)-3.5 0
factor(worker_id)1.5:factor(category_id)-3.5 0
factor(worker_id)2.5:factor(category_id)-3.5 0
factor(worker_id)3.5:factor(category_id)-3.5 0
factor(worker_id)4.5:factor(category_id)-3.5 0
factor(worker_id)5.5:factor(category_id)-3.5 0
factor(worker_id)6.5:factor(category_id)-3.5 0
factor(worker_id)7.5:factor(category_id)-3.5 0
factor(worker_id)8.5:factor(category_id)-3.5 0
factor(worker_id)9.5:factor(category_id)-3.5 0
factor(worker_id)-8.5:factor(category_id)-2.5 1
factor(worker_id)-7.5:factor(category_id)-2.5 0
factor(worker_id)-6.5:factor(category_id)-2.5 0.86
factor(worker_id)-5.5:factor(category_id)-2.5 0
factor(worker_id)-4.5:factor(category_id)-2.5 0
factor(worker_id)-3.5:factor(category_id)-2.5 0.98
factor(worker_id)-2.5:factor(category_id)-2.5 0
factor(worker_id)-1.5:factor(category_id)-2.5 0
factor(worker_id)-0.5:factor(category_id)-2.5 1
factor(worker_id)0.5:factor(category_id)-2.5 1
factor(worker_id)1.5:factor(category_id)-2.5 0
factor(worker_id)2.5:factor(category_id)-2.5 0.98
factor(worker_id)3.5:factor(category_id)-2.5 1
factor(worker_id)4.5:factor(category_id)-2.5 1
factor(worker_id)5.5:factor(category_id)-2.5 0.51
factor(worker_id)6.5:factor(category_id)-2.5 0
factor(worker_id)7.5:factor(category_id)-2.5 0
factor(worker_id)8.5:factor(category_id)-2.5 1
factor(worker_id)9.5:factor(category_id)-2.5 0.09
factor(worker_id)-8.5:factor(category_id)-1.5 1
factor(worker_id)-7.5:factor(category_id)-1.5 0
factor(worker_id)-6.5:factor(category_id)-1.5 1
factor(worker_id)-5.5:factor(category_id)-1.5 0
factor(worker_id)-4.5:factor(category_id)-1.5 0
factor(worker_id)-3.5:factor(category_id)-1.5 1
factor(worker_id)-2.5:factor(category_id)-1.5 0.99
factor(worker_id)-1.5:factor(category_id)-1.5 1
factor(worker_id)-0.5:factor(category_id)-1.5 1
factor(worker_id)0.5:factor(category_id)-1.5 1
factor(worker_id)1.5:factor(category_id)-1.5 0
factor(worker_id)2.5:factor(category_id)-1.5 1
factor(worker_id)3.5:factor(category_id)-1.5 0
factor(worker_id)4.5:factor(category_id)-1.5 1
factor(worker_id)5.5:factor(category_id)-1.5 1
factor(worker_id)6.5:factor(category_id)-1.5 1
factor(worker_id)7.5:factor(category_id)-1.5 0
factor(worker_id)8.5:factor(category_id)-1.5 1
factor(worker_id)9.5:factor(category_id)-1.5 0.46
factor(worker_id)-8.5:factor(category_id)-0.5 0.23
factor(worker_id)-7.5:factor(category_id)-0.5 0.41
factor(worker_id)-6.5:factor(category_id)-0.5 1
factor(worker_id)-5.5:factor(category_id)-0.5 0
factor(worker_id)-4.5:factor(category_id)-0.5 0
factor(worker_id)-3.5:factor(category_id)-0.5 1
factor(worker_id)-2.5:factor(category_id)-0.5 0
factor(worker_id)-1.5:factor(category_id)-0.5 1
factor(worker_id)-0.5:factor(category_id)-0.5 1
factor(worker_id)0.5:factor(category_id)-0.5 1
factor(worker_id)1.5:factor(category_id)-0.5 0
factor(worker_id)2.5:factor(category_id)-0.5 1
factor(worker_id)3.5:factor(category_id)-0.5 0.02
factor(worker_id)4.5:factor(category_id)-0.5 0.05
factor(worker_id)5.5:factor(category_id)-0.5 0.35
factor(worker_id)6.5:factor(category_id)-0.5 0
factor(worker_id)7.5:factor(category_id)-0.5 1
factor(worker_id)8.5:factor(category_id)-0.5 0
factor(worker_id)9.5:factor(category_id)-0.5 0
factor(worker_id)-8.5:factor(category_id)0.5 1
factor(worker_id)-7.5:factor(category_id)0.5 0
factor(worker_id)-6.5:factor(category_id)0.5 1
factor(worker_id)-5.5:factor(category_id)0.5 0
factor(worker_id)-4.5:factor(category_id)0.5 0
factor(worker_id)-3.5:factor(category_id)0.5 0
factor(worker_id)-2.5:factor(category_id)0.5 0
factor(worker_id)-1.5:factor(category_id)0.5 0
factor(worker_id)-0.5:factor(category_id)0.5 1
factor(worker_id)0.5:factor(category_id)0.5 1
factor(worker_id)1.5:factor(category_id)0.5 0
factor(worker_id)2.5:factor(category_id)0.5 0
factor(worker_id)3.5:factor(category_id)0.5 0
factor(worker_id)4.5:factor(category_id)0.5 0.77
factor(worker_id)5.5:factor(category_id)0.5 0
factor(worker_id)6.5:factor(category_id)0.5 0.03
factor(worker_id)7.5:factor(category_id)0.5 0.04
factor(worker_id)8.5:factor(category_id)0.5 0
factor(worker_id)9.5:factor(category_id)0.5 0
factor(worker_id)-8.5:factor(category_id)1.5 0
factor(worker_id)-7.5:factor(category_id)1.5 0
factor(worker_id)-6.5:factor(category_id)1.5 1
factor(worker_id)-5.5:factor(category_id)1.5 0
factor(worker_id)-4.5:factor(category_id)1.5 0
factor(worker_id)-3.5:factor(category_id)1.5 1
factor(worker_id)-2.5:factor(category_id)1.5 0
factor(worker_id)-1.5:factor(category_id)1.5 1
factor(worker_id)-0.5:factor(category_id)1.5 1
factor(worker_id)0.5:factor(category_id)1.5 1
factor(worker_id)1.5:factor(category_id)1.5 0.02
factor(worker_id)2.5:factor(category_id)1.5 1
factor(worker_id)3.5:factor(category_id)1.5 0
factor(worker_id)4.5:factor(category_id)1.5 0.17
factor(worker_id)5.5:factor(category_id)1.5 1
factor(worker_id)6.5:factor(category_id)1.5 0
factor(worker_id)7.5:factor(category_id)1.5 0.78
factor(worker_id)8.5:factor(category_id)1.5 0
factor(worker_id)9.5:factor(category_id)1.5 0.78
factor(worker_id)-8.5:factor(category_id)2.5 0
factor(worker_id)-7.5:factor(category_id)2.5 0
factor(worker_id)-6.5:factor(category_id)2.5 1
factor(worker_id)-5.5:factor(category_id)2.5 0
factor(worker_id)-4.5:factor(category_id)2.5 0
factor(worker_id)-3.5:factor(category_id)2.5 1
factor(worker_id)-2.5:factor(category_id)2.5 0
factor(worker_id)-1.5:factor(category_id)2.5 0
factor(worker_id)-0.5:factor(category_id)2.5 1
factor(worker_id)0.5:factor(category_id)2.5 0
factor(worker_id)1.5:factor(category_id)2.5 0
factor(worker_id)2.5:factor(category_id)2.5 0
factor(worker_id)3.5:factor(category_id)2.5 0
factor(worker_id)4.5:factor(category_id)2.5 0
factor(worker_id)5.5:factor(category_id)2.5 0.1
factor(worker_id)6.5:factor(category_id)2.5 0.37
factor(worker_id)7.5:factor(category_id)2.5 0
factor(worker_id)8.5:factor(category_id)2.5 1
factor(worker_id)9.5:factor(category_id)2.5 0
factor(worker_id)-8.5:factor(category_id)3.5 1
factor(worker_id)-7.5:factor(category_id)3.5 0
factor(worker_id)-6.5:factor(category_id)3.5 1
factor(worker_id)-5.5:factor(category_id)3.5 0
factor(worker_id)-4.5:factor(category_id)3.5 0
factor(worker_id)-3.5:factor(category_id)3.5 0
factor(worker_id)-2.5:factor(category_id)3.5 0
factor(worker_id)-1.5:factor(category_id)3.5 0.22
factor(worker_id)-0.5:factor(category_id)3.5 0
factor(worker_id)0.5:factor(category_id)3.5 0
factor(worker_id)1.5:factor(category_id)3.5 0
factor(worker_id)2.5:factor(category_id)3.5 0.07
factor(worker_id)3.5:factor(category_id)3.5 0
factor(worker_id)4.5:factor(category_id)3.5 1
factor(worker_id)5.5:factor(category_id)3.5 0
factor(worker_id)6.5:factor(category_id)3.5 1
factor(worker_id)7.5:factor(category_id)3.5 0.97
factor(worker_id)8.5:factor(category_id)3.5 0
factor(worker_id)9.5:factor(category_id)3.5 0.99
factor(worker_id)-8.5:factor(category_id)4.5 0.99
factor(worker_id)-7.5:factor(category_id)4.5 0
factor(worker_id)-6.5:factor(category_id)4.5 0
factor(worker_id)-5.5:factor(category_id)4.5 0
factor(worker_id)-4.5:factor(category_id)4.5 0
factor(worker_id)-3.5:factor(category_id)4.5 0
factor(worker_id)-2.5:factor(category_id)4.5 0
factor(worker_id)-1.5:factor(category_id)4.5 0
factor(worker_id)-0.5:factor(category_id)4.5 1
factor(worker_id)0.5:factor(category_id)4.5 0.45
factor(worker_id)1.5:factor(category_id)4.5 0
factor(worker_id)2.5:factor(category_id)4.5 1
factor(worker_id)3.5:factor(category_id)4.5 0
factor(worker_id)4.5:factor(category_id)4.5 0.07
factor(worker_id)5.5:factor(category_id)4.5 1
factor(worker_id)6.5:factor(category_id)4.5 0.07
factor(worker_id)7.5:factor(category_id)4.5 0
factor(worker_id)8.5:factor(category_id)4.5 0.32
factor(worker_id)9.5:factor(category_id)4.5 0

Significant match effect number = 53 out of 171

worker=5, category=5

num_process = 10, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -4.218 0.295 -4.964 -4.226 -3.402
factor(worker_id)-1 100 0 1.336 0.402 0.393 1.344 2.272
factor(worker_id)0 100 0 3.747 0.438 2.709 3.771 4.947
factor(worker_id)1 100 0 3.219 0.441 2.012 3.205 4.432
factor(worker_id)2 100 0 4.993 0.462 3.505 4.999 6.239
factor(category_id)-1 100 0 0.434 0.460 -0.671 0.520 1.576
factor(category_id)0 100 0 3.071 0.456 2.081 3.014 4.169
factor(category_id)1 100 0 2.453 0.427 1.557 2.415 3.506
factor(category_id)2 100 0 4.581 0.418 3.403 4.628 5.747
factor(worker_id)-1:factor(category_id)-1 100 0 0.615 0.586 -0.744 0.587 2.032
factor(worker_id)0:factor(category_id)-1 100 0 -0.525 0.649 -1.832 -0.635 1.227
factor(worker_id)1:factor(category_id)-1 100 0 0.001 0.646 -1.630 -0.026 1.719
factor(worker_id)2:factor(category_id)-1 100 0 0.374 0.700 -1.251 0.468 2.226
factor(worker_id)-1:factor(category_id)0 100 0 -0.894 0.599 -2.167 -0.837 0.703
factor(worker_id)0:factor(category_id)0 100 0 -2.754 0.667 -4.559 -2.773 -1.066
factor(worker_id)1:factor(category_id)0 100 0 -1.034 0.636 -2.867 -1.009 0.425
factor(worker_id)2:factor(category_id)0 100 0 -2.175 0.698 -3.668 -2.109 -0.616
factor(worker_id)-1:factor(category_id)1 100 0 0.069 0.646 -1.263 -0.040 1.507
factor(worker_id)0:factor(category_id)1 100 0 -1.515 0.603 -3.028 -1.466 -0.262
factor(worker_id)1:factor(category_id)1 100 0 0.294 0.648 -1.578 0.336 1.681
factor(worker_id)2:factor(category_id)1 100 0 -0.322 0.631 -1.725 -0.334 1.496
factor(worker_id)-1:factor(category_id)2 100 0 -0.259 0.610 -1.604 -0.270 1.350
factor(worker_id)0:factor(category_id)2 100 0 -4.811 0.610 -6.844 -4.798 -3.204
factor(worker_id)1:factor(category_id)2 100 0 0.144 0.730 -1.521 0.154 1.778
factor(worker_id)2:factor(category_id)2 100 0 -0.894 0.626 -2.910 -0.859 0.544

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -6.048 0.295 -6.794 -6.056 -5.232
factor(worker_id)-1 100 0 0.938 0.402 -0.005 0.947 1.874
factor(worker_id)0 100 0 1.885 0.438 0.847 1.910 3.086
factor(worker_id)1 100 0 0.568 0.441 -0.639 0.554 1.781
factor(worker_id)2 100 0 0.949 0.462 -0.539 0.955 2.194
factor(category_id)-1 100 0 -0.675 0.460 -1.780 -0.589 0.466
factor(category_id)0 100 0 1.429 0.456 0.440 1.372 2.527
factor(category_id)1 100 0 -0.787 0.427 -1.683 -0.825 0.266
factor(category_id)2 100 0 -0.252 0.418 -1.430 -0.205 0.914
factor(worker_id)-1:factor(category_id)-1 100 0 0.122 0.586 -1.237 0.094 1.539
factor(worker_id)0:factor(category_id)-1 100 0 -0.834 0.649 -2.141 -0.945 0.917
factor(worker_id)1:factor(category_id)-1 100 0 -1.889 0.646 -3.520 -1.916 -0.170
factor(worker_id)2:factor(category_id)-1 100 0 -0.447 0.700 -2.072 -0.353 1.405
factor(worker_id)-1:factor(category_id)0 100 0 -1.238 0.599 -2.511 -1.181 0.359
factor(worker_id)0:factor(category_id)0 100 0 -3.595 0.667 -5.401 -3.614 -1.908
factor(worker_id)1:factor(category_id)0 100 0 -2.308 0.636 -4.141 -2.283 -0.849
factor(worker_id)2:factor(category_id)0 100 0 -3.243 0.698 -4.736 -3.178 -1.684
factor(worker_id)-1:factor(category_id)1 100 0 -1.260 0.646 -2.593 -1.369 0.177
factor(worker_id)0:factor(category_id)1 100 0 -1.827 0.603 -3.341 -1.778 -0.575
factor(worker_id)1:factor(category_id)1 100 0 0.145 0.648 -1.727 0.188 1.532
factor(worker_id)2:factor(category_id)1 100 0 0.088 0.631 -1.314 0.077 1.906
factor(worker_id)-1:factor(category_id)2 100 0 -0.576 0.610 -1.921 -0.587 1.033
factor(worker_id)0:factor(category_id)2 100 0 -4.699 0.610 -6.731 -4.686 -3.091
factor(worker_id)1:factor(category_id)2 100 0 3.127 0.730 1.462 3.137 4.762
factor(worker_id)2:factor(category_id)2 100 0 -0.680 0.626 -2.696 -0.645 0.758

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.84
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-1 0.17
factor(category_id)0 1
factor(category_id)1 1
factor(category_id)2 1
factor(worker_id)-1:factor(category_id)-1 0.16
factor(worker_id)0:factor(category_id)-1 0.01
factor(worker_id)1:factor(category_id)-1 0.02
factor(worker_id)2:factor(category_id)-1 0.11
factor(worker_id)-1:factor(category_id)0 0
factor(worker_id)0:factor(category_id)0 0
factor(worker_id)1:factor(category_id)0 0
factor(worker_id)2:factor(category_id)0 0
factor(worker_id)-1:factor(category_id)1 0.04
factor(worker_id)0:factor(category_id)1 0
factor(worker_id)1:factor(category_id)1 0.06
factor(worker_id)2:factor(category_id)1 0.01
factor(worker_id)-1:factor(category_id)2 0.01
factor(worker_id)0:factor(category_id)2 0
factor(worker_id)1:factor(category_id)2 0.09
factor(worker_id)2:factor(category_id)2 0

Significant match effect number = 0 out of 16

num_process = 20, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -3.668 0.204 -4.200 -3.680 -3.037
factor(worker_id)-1 100 0 -1.359 0.288 -2.053 -1.305 -0.802
factor(worker_id)0 100 0 2.195 0.304 1.333 2.214 2.984
factor(worker_id)1 100 0 3.291 0.311 2.441 3.284 4.169
factor(worker_id)2 100 0 3.802 0.284 2.847 3.826 4.710
factor(category_id)-1 100 0 -0.635 0.342 -1.391 -0.613 0.137
factor(category_id)0 100 0 4.089 0.308 3.116 4.111 4.712
factor(category_id)1 100 0 2.201 0.295 1.601 2.225 2.905
factor(category_id)2 100 0 3.896 0.321 2.900 3.891 4.822
factor(worker_id)-1:factor(category_id)-1 100 0 3.648 0.472 2.715 3.571 4.819
factor(worker_id)0:factor(category_id)-1 100 0 0.020 0.468 -1.133 0.001 1.141
factor(worker_id)1:factor(category_id)-1 100 0 2.652 0.468 1.641 2.622 4.025
factor(worker_id)2:factor(category_id)-1 100 0 0.029 0.445 -1.022 0.008 1.412
factor(worker_id)-1:factor(category_id)0 100 0 0.855 0.449 -0.068 0.826 2.054
factor(worker_id)0:factor(category_id)0 100 0 -2.596 0.463 -3.799 -2.583 -1.398
factor(worker_id)1:factor(category_id)0 100 0 -3.352 0.452 -4.406 -3.318 -2.449
factor(worker_id)2:factor(category_id)0 100 0 -2.182 0.426 -3.151 -2.200 -1.151
factor(worker_id)-1:factor(category_id)1 100 0 3.233 0.396 2.301 3.234 4.147
factor(worker_id)0:factor(category_id)1 100 0 0.097 0.440 -1.231 0.108 1.263
factor(worker_id)1:factor(category_id)1 100 0 0.789 0.444 -0.269 0.742 1.650
factor(worker_id)2:factor(category_id)1 100 0 -0.734 0.387 -1.796 -0.758 0.241
factor(worker_id)-1:factor(category_id)2 100 0 2.588 0.471 1.389 2.560 3.647
factor(worker_id)0:factor(category_id)2 100 0 0.842 0.453 -0.202 0.835 2.282
factor(worker_id)1:factor(category_id)2 100 0 -0.872 0.476 -2.057 -0.898 0.293
factor(worker_id)2:factor(category_id)2 100 0 -0.854 0.396 -1.835 -0.850 0.185

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -5.991 0.204 -6.523 -6.003 -5.359
factor(worker_id)-1 100 0 -1.595 0.288 -2.289 -1.541 -1.038
factor(worker_id)0 100 0 0.100 0.304 -0.762 0.119 0.889
factor(worker_id)1 100 0 0.773 0.311 -0.077 0.766 1.652
factor(worker_id)2 100 0 1.492 0.284 0.536 1.515 2.399
factor(category_id)-1 100 0 -1.926 0.342 -2.682 -1.904 -1.154
factor(category_id)0 100 0 0.784 0.308 -0.189 0.806 1.407
factor(category_id)1 100 0 0.159 0.295 -0.440 0.184 0.863
factor(category_id)2 100 0 0.595 0.321 -0.401 0.590 1.521
factor(worker_id)-1:factor(category_id)-1 100 0 3.175 0.472 2.242 3.098 4.346
factor(worker_id)0:factor(category_id)-1 100 0 2.753 0.468 1.601 2.735 3.874
factor(worker_id)1:factor(category_id)-1 100 0 2.294 0.468 1.282 2.263 3.666
factor(worker_id)2:factor(category_id)-1 100 0 -1.169 0.445 -2.220 -1.190 0.214
factor(worker_id)-1:factor(category_id)0 100 0 3.034 0.449 2.111 3.006 4.233
factor(worker_id)0:factor(category_id)0 100 0 -0.866 0.463 -2.069 -0.853 0.332
factor(worker_id)1:factor(category_id)0 100 0 -1.107 0.452 -2.160 -1.073 -0.204
factor(worker_id)2:factor(category_id)0 100 0 -0.788 0.426 -1.757 -0.806 0.243
factor(worker_id)-1:factor(category_id)1 100 0 -0.615 0.396 -1.547 -0.613 0.299
factor(worker_id)0:factor(category_id)1 100 0 -1.338 0.440 -2.666 -1.328 -0.172
factor(worker_id)1:factor(category_id)1 100 0 -0.344 0.444 -1.402 -0.391 0.517
factor(worker_id)2:factor(category_id)1 100 0 -3.133 0.387 -4.195 -3.157 -2.158
factor(worker_id)-1:factor(category_id)2 100 0 1.211 0.471 0.013 1.184 2.270
factor(worker_id)0:factor(category_id)2 100 0 0.066 0.453 -0.978 0.058 1.506
factor(worker_id)1:factor(category_id)2 100 0 -3.057 0.476 -4.242 -3.083 -1.892
factor(worker_id)2:factor(category_id)2 100 0 -2.089 0.396 -3.070 -2.085 -1.050

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-1 0
factor(category_id)0 1
factor(category_id)1 1
factor(category_id)2 1
factor(worker_id)-1:factor(category_id)-1 1
factor(worker_id)0:factor(category_id)-1 0.05
factor(worker_id)1:factor(category_id)-1 1
factor(worker_id)2:factor(category_id)-1 0.03
factor(worker_id)-1:factor(category_id)0 0.45
factor(worker_id)0:factor(category_id)0 0
factor(worker_id)1:factor(category_id)0 0
factor(worker_id)2:factor(category_id)0 0
factor(worker_id)-1:factor(category_id)1 1
factor(worker_id)0:factor(category_id)1 0.04
factor(worker_id)1:factor(category_id)1 0.4
factor(worker_id)2:factor(category_id)1 0
factor(worker_id)-1:factor(category_id)2 1
factor(worker_id)0:factor(category_id)2 0.49
factor(worker_id)1:factor(category_id)2 0
factor(worker_id)2:factor(category_id)2 0

Significant match effect number = 4 out of 16

num_process = 30, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -4.430 0.182 -4.848 -4.437 -4.048
factor(worker_id)-1 100 0 1.021 0.276 0.263 1.039 1.650
factor(worker_id)0 100 0 3.175 0.278 2.394 3.213 3.885
factor(worker_id)1 100 0 4.173 0.255 3.404 4.166 4.705
factor(worker_id)2 100 0 3.792 0.264 3.175 3.808 4.529
factor(category_id)-1 100 0 1.902 0.258 1.142 1.901 2.607
factor(category_id)0 100 0 2.822 0.256 2.322 2.839 3.567
factor(category_id)1 100 0 3.280 0.252 2.622 3.263 3.947
factor(category_id)2 100 0 4.786 0.250 4.080 4.800 5.447
factor(worker_id)-1:factor(category_id)-1 100 0 -1.316 0.397 -2.366 -1.275 -0.229
factor(worker_id)0:factor(category_id)-1 100 0 -3.200 0.334 -3.998 -3.225 -1.922
factor(worker_id)1:factor(category_id)-1 100 0 -1.430 0.345 -2.312 -1.480 -0.610
factor(worker_id)2:factor(category_id)-1 100 0 0.475 0.399 -0.299 0.454 1.536
factor(worker_id)-1:factor(category_id)0 100 0 -1.998 0.333 -2.961 -1.988 -1.010
factor(worker_id)0:factor(category_id)0 100 0 -1.193 0.377 -2.458 -1.174 -0.255
factor(worker_id)1:factor(category_id)0 100 0 -1.551 0.346 -2.196 -1.613 -0.719
factor(worker_id)2:factor(category_id)0 100 0 1.060 0.391 -0.228 1.053 2.215
factor(worker_id)-1:factor(category_id)1 100 0 1.204 0.381 0.390 1.189 2.200
factor(worker_id)0:factor(category_id)1 100 0 -0.226 0.413 -1.118 -0.271 1.043
factor(worker_id)1:factor(category_id)1 100 0 -1.843 0.339 -2.698 -1.858 -0.985
factor(worker_id)2:factor(category_id)1 100 0 0.628 0.341 -0.202 0.641 1.339
factor(worker_id)-1:factor(category_id)2 100 0 0.158 0.357 -0.674 0.106 1.278
factor(worker_id)0:factor(category_id)2 100 0 -2.037 0.394 -3.104 -2.067 -1.058
factor(worker_id)1:factor(category_id)2 100 0 -2.261 0.336 -2.941 -2.244 -1.355
factor(worker_id)2:factor(category_id)2 100 0 -0.381 0.386 -1.214 -0.401 0.644

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -5.979 0.182 -6.396 -5.985 -5.597
factor(worker_id)-1 100 0 -0.286 0.276 -1.044 -0.268 0.343
factor(worker_id)0 100 0 -0.367 0.278 -1.148 -0.329 0.344
factor(worker_id)1 100 0 -0.082 0.255 -0.851 -0.089 0.449
factor(worker_id)2 100 0 -0.961 0.264 -1.578 -0.946 -0.224
factor(category_id)-1 100 0 -0.258 0.258 -1.018 -0.259 0.447
factor(category_id)0 100 0 0.183 0.256 -0.317 0.200 0.928
factor(category_id)1 100 0 -0.179 0.252 -0.837 -0.196 0.487
factor(category_id)2 100 0 1.088 0.250 0.382 1.103 1.749
factor(worker_id)-1:factor(category_id)-1 100 0 0.150 0.397 -0.899 0.191 1.237
factor(worker_id)0:factor(category_id)-1 100 0 -0.542 0.334 -1.340 -0.567 0.736
factor(worker_id)1:factor(category_id)-1 100 0 -0.200 0.345 -1.081 -0.249 0.621
factor(worker_id)2:factor(category_id)-1 100 0 2.570 0.399 1.796 2.549 3.630
factor(worker_id)-1:factor(category_id)0 100 0 -1.960 0.333 -2.923 -1.950 -0.972
factor(worker_id)0:factor(category_id)0 100 0 1.369 0.377 0.105 1.388 2.307
factor(worker_id)1:factor(category_id)0 100 0 1.487 0.346 0.842 1.425 2.319
factor(worker_id)2:factor(category_id)0 100 0 1.251 0.391 -0.037 1.244 2.405
factor(worker_id)-1:factor(category_id)1 100 0 1.111 0.381 0.297 1.097 2.108
factor(worker_id)0:factor(category_id)1 100 0 2.943 0.413 2.051 2.898 4.212
factor(worker_id)1:factor(category_id)1 100 0 -0.988 0.339 -1.843 -1.002 -0.129
factor(worker_id)2:factor(category_id)1 100 0 0.145 0.341 -0.684 0.158 0.856
factor(worker_id)-1:factor(category_id)2 100 0 -0.643 0.357 -1.474 -0.695 0.477
factor(worker_id)0:factor(category_id)2 100 0 -1.793 0.394 -2.861 -1.824 -0.814
factor(worker_id)1:factor(category_id)2 100 0 -1.258 0.336 -1.937 -1.240 -0.351
factor(worker_id)2:factor(category_id)2 100 0 -0.119 0.386 -0.952 -0.140 0.905

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.97
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-1 1
factor(category_id)0 1
factor(category_id)1 1
factor(category_id)2 1
factor(worker_id)-1:factor(category_id)-1 0
factor(worker_id)0:factor(category_id)-1 0
factor(worker_id)1:factor(category_id)-1 0
factor(worker_id)2:factor(category_id)-1 0.26
factor(worker_id)-1:factor(category_id)0 0
factor(worker_id)0:factor(category_id)0 0
factor(worker_id)1:factor(category_id)0 0
factor(worker_id)2:factor(category_id)0 0.84
factor(worker_id)-1:factor(category_id)1 0.9
factor(worker_id)0:factor(category_id)1 0.02
factor(worker_id)1:factor(category_id)1 0
factor(worker_id)2:factor(category_id)1 0.39
factor(worker_id)-1:factor(category_id)2 0.09
factor(worker_id)0:factor(category_id)2 0
factor(worker_id)1:factor(category_id)2 0
factor(worker_id)2:factor(category_id)2 0

Significant match effect number = 2 out of 16

num_process = 40, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -2.740 0.184 -3.258 -2.777 -2.334
factor(worker_id)-1 100 0 -0.148 0.246 -0.629 -0.162 0.621
factor(worker_id)0 100 0 1.870 0.243 1.350 1.892 2.527
factor(worker_id)1 100 0 -0.882 0.235 -1.534 -0.886 -0.438
factor(worker_id)2 100 0 4.043 0.242 3.510 4.029 4.615
factor(category_id)-1 100 0 0.548 0.251 -0.182 0.540 1.151
factor(category_id)0 100 0 0.957 0.244 0.364 0.966 1.775
factor(category_id)1 100 0 0.479 0.259 -0.143 0.449 1.214
factor(category_id)2 100 0 2.707 0.234 2.046 2.710 3.497
factor(worker_id)-1:factor(category_id)-1 100 0 0.140 0.336 -0.767 0.126 1.021
factor(worker_id)0:factor(category_id)-1 100 0 -2.045 0.363 -2.830 -2.045 -1.222
factor(worker_id)1:factor(category_id)-1 100 0 4.090 0.317 3.377 4.093 4.991
factor(worker_id)2:factor(category_id)-1 100 0 -0.229 0.355 -1.096 -0.224 0.522
factor(worker_id)-1:factor(category_id)0 100 0 2.069 0.344 1.187 2.138 3.008
factor(worker_id)0:factor(category_id)0 100 0 -0.620 0.330 -1.483 -0.601 0.199
factor(worker_id)1:factor(category_id)0 100 0 3.369 0.309 2.702 3.354 4.352
factor(worker_id)2:factor(category_id)0 100 0 -2.718 0.322 -3.641 -2.680 -1.918
factor(worker_id)-1:factor(category_id)1 100 0 1.624 0.327 0.621 1.641 2.331
factor(worker_id)0:factor(category_id)1 100 0 1.079 0.367 0.187 1.077 1.795
factor(worker_id)1:factor(category_id)1 100 0 5.872 0.342 5.093 5.917 6.657
factor(worker_id)2:factor(category_id)1 100 0 0.051 0.319 -0.782 0.036 0.851
factor(worker_id)-1:factor(category_id)2 100 0 1.647 0.314 0.538 1.667 2.385
factor(worker_id)0:factor(category_id)2 100 0 1.337 0.319 0.477 1.389 2.127
factor(worker_id)1:factor(category_id)2 100 0 4.377 0.334 3.597 4.400 5.479
factor(worker_id)2:factor(category_id)2 100 0 0.500 0.314 -0.536 0.509 1.211

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -6.027 0.184 -6.546 -6.065 -5.621
factor(worker_id)-1 100 0 1.418 0.246 0.937 1.404 2.187
factor(worker_id)0 100 0 1.969 0.243 1.449 1.991 2.626
factor(worker_id)1 100 0 -2.298 0.235 -2.950 -2.302 -1.853
factor(worker_id)2 100 0 2.466 0.242 1.933 2.452 3.038
factor(category_id)-1 100 0 3.476 0.251 2.747 3.468 4.079
factor(category_id)0 100 0 -0.759 0.244 -1.352 -0.750 0.059
factor(category_id)1 100 0 -0.930 0.259 -1.553 -0.960 -0.196
factor(category_id)2 100 0 -0.472 0.234 -1.133 -0.468 0.318
factor(worker_id)-1:factor(category_id)-1 100 0 -6.355 0.336 -7.261 -6.368 -5.473
factor(worker_id)0:factor(category_id)-1 100 0 -6.888 0.363 -7.673 -6.888 -6.064
factor(worker_id)1:factor(category_id)-1 100 0 -1.255 0.317 -1.969 -1.253 -0.355
factor(worker_id)2:factor(category_id)-1 100 0 -6.605 0.355 -7.472 -6.601 -5.854
factor(worker_id)-1:factor(category_id)0 100 0 -0.308 0.344 -1.190 -0.238 0.632
factor(worker_id)0:factor(category_id)0 100 0 -1.520 0.330 -2.383 -1.500 -0.701
factor(worker_id)1:factor(category_id)0 100 0 4.147 0.309 3.479 4.131 5.129
factor(worker_id)2:factor(category_id)0 100 0 -4.746 0.322 -5.669 -4.708 -3.946
factor(worker_id)-1:factor(category_id)1 100 0 -1.478 0.327 -2.482 -1.462 -0.771
factor(worker_id)0:factor(category_id)1 100 0 -2.459 0.367 -3.351 -2.461 -1.742
factor(worker_id)1:factor(category_id)1 100 0 4.491 0.342 3.712 4.536 5.276
factor(worker_id)2:factor(category_id)1 100 0 -0.217 0.319 -1.050 -0.232 0.583
factor(worker_id)-1:factor(category_id)2 100 0 -0.438 0.314 -1.546 -0.417 0.301
factor(worker_id)0:factor(category_id)2 100 0 -0.769 0.319 -1.630 -0.717 0.021
factor(worker_id)1:factor(category_id)2 100 0 2.085 0.334 1.305 2.109 3.187
factor(worker_id)2:factor(category_id)2 100 0 -1.973 0.314 -3.009 -1.964 -1.261

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.01
factor(worker_id)0 1
factor(worker_id)1 0
factor(worker_id)2 1
factor(category_id)-1 0.69
factor(category_id)0 0.98
factor(category_id)1 0.54
factor(category_id)2 1
factor(worker_id)-1:factor(category_id)-1 0.07
factor(worker_id)0:factor(category_id)-1 0
factor(worker_id)1:factor(category_id)-1 1
factor(worker_id)2:factor(category_id)-1 0
factor(worker_id)-1:factor(category_id)0 1
factor(worker_id)0:factor(category_id)0 0
factor(worker_id)1:factor(category_id)0 1
factor(worker_id)2:factor(category_id)0 0
factor(worker_id)-1:factor(category_id)1 1
factor(worker_id)0:factor(category_id)1 0.89
factor(worker_id)1:factor(category_id)1 1
factor(worker_id)2:factor(category_id)1 0.05
factor(worker_id)-1:factor(category_id)2 0.99
factor(worker_id)0:factor(category_id)2 0.99
factor(worker_id)1:factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0.38

Significant match effect number = 9 out of 16

num_process = 50, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -2.467 0.130 -2.832 -2.464 -2.204
factor(worker_id)-1 100 0 -0.642 0.183 -1.178 -0.653 -0.265
factor(worker_id)0 100 0 0.268 0.187 -0.178 0.276 0.771
factor(worker_id)1 100 0 2.600 0.185 2.187 2.589 3.072
factor(worker_id)2 100 0 0.623 0.177 0.161 0.631 1.120
factor(category_id)-1 100 0 -0.183 0.194 -0.678 -0.196 0.270
factor(category_id)0 100 0 0.008 0.210 -0.620 0.002 0.513
factor(category_id)1 100 0 0.070 0.185 -0.360 0.066 0.512
factor(category_id)2 100 0 2.238 0.200 1.904 2.224 2.758
factor(worker_id)-1:factor(category_id)-1 100 0 0.530 0.289 -0.128 0.504 1.309
factor(worker_id)0:factor(category_id)-1 100 0 0.986 0.270 0.332 0.965 1.780
factor(worker_id)1:factor(category_id)-1 100 0 -0.185 0.253 -0.693 -0.192 0.517
factor(worker_id)2:factor(category_id)-1 100 0 2.331 0.272 1.719 2.365 2.902
factor(worker_id)-1:factor(category_id)0 100 0 3.104 0.274 2.485 3.107 3.827
factor(worker_id)0:factor(category_id)0 100 0 1.995 0.284 1.416 2.042 2.637
factor(worker_id)1:factor(category_id)0 100 0 1.733 0.290 0.886 1.742 2.321
factor(worker_id)2:factor(category_id)0 100 0 4.313 0.249 3.599 4.301 4.881
factor(worker_id)-1:factor(category_id)1 100 0 2.256 0.278 1.608 2.215 2.960
factor(worker_id)0:factor(category_id)1 100 0 3.234 0.267 2.614 3.237 3.802
factor(worker_id)1:factor(category_id)1 100 0 0.345 0.261 -0.517 0.370 0.890
factor(worker_id)2:factor(category_id)1 100 0 4.195 0.265 3.600 4.184 4.847
factor(worker_id)-1:factor(category_id)2 100 0 3.039 0.300 2.261 3.041 3.593
factor(worker_id)0:factor(category_id)2 100 0 3.221 0.282 2.708 3.247 3.928
factor(worker_id)1:factor(category_id)2 100 0 0.502 0.277 -0.099 0.496 1.162
factor(worker_id)2:factor(category_id)2 100 0 5.169 0.275 4.499 5.218 5.709

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -6.020 0.130 -6.384 -6.016 -5.757
factor(worker_id)-1 100 0 1.298 0.183 0.762 1.287 1.675
factor(worker_id)0 100 0 0.615 0.187 0.169 0.623 1.118
factor(worker_id)1 100 0 1.092 0.185 0.680 1.082 1.565
factor(worker_id)2 100 0 -1.248 0.177 -1.711 -1.241 -0.751
factor(category_id)-1 100 0 -0.744 0.194 -1.239 -0.756 -0.291
factor(category_id)0 100 0 -0.209 0.210 -0.837 -0.215 0.296
factor(category_id)1 100 0 -2.251 0.185 -2.680 -2.254 -1.808
factor(category_id)2 100 0 -0.089 0.200 -0.422 -0.103 0.431
factor(worker_id)-1:factor(category_id)-1 100 0 -2.849 0.289 -3.507 -2.876 -2.070
factor(worker_id)0:factor(category_id)-1 100 0 -0.159 0.270 -0.813 -0.180 0.635
factor(worker_id)1:factor(category_id)-1 100 0 -0.374 0.253 -0.881 -0.380 0.329
factor(worker_id)2:factor(category_id)-1 100 0 3.160 0.272 2.548 3.193 3.730
factor(worker_id)-1:factor(category_id)0 100 0 -0.414 0.274 -1.033 -0.411 0.308
factor(worker_id)0:factor(category_id)0 100 0 0.191 0.284 -0.388 0.238 0.833
factor(worker_id)1:factor(category_id)0 100 0 0.394 0.290 -0.453 0.404 0.982
factor(worker_id)2:factor(category_id)0 100 0 2.646 0.249 1.932 2.634 3.214
factor(worker_id)-1:factor(category_id)1 100 0 0.665 0.278 0.017 0.625 1.370
factor(worker_id)0:factor(category_id)1 100 0 0.760 0.267 0.139 0.762 1.328
factor(worker_id)1:factor(category_id)1 100 0 -0.081 0.261 -0.943 -0.056 0.464
factor(worker_id)2:factor(category_id)1 100 0 2.457 0.265 1.862 2.446 3.109
factor(worker_id)-1:factor(category_id)2 100 0 0.194 0.300 -0.583 0.197 0.749
factor(worker_id)0:factor(category_id)2 100 0 -0.420 0.282 -0.933 -0.395 0.287
factor(worker_id)1:factor(category_id)2 100 0 -2.366 0.277 -2.967 -2.371 -1.705
factor(worker_id)2:factor(category_id)2 100 0 1.351 0.275 0.681 1.400 1.891

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0
factor(worker_id)0 0.25
factor(worker_id)1 1
factor(worker_id)2 0.91
factor(category_id)-1 0
factor(category_id)0 0.02
factor(category_id)1 0.02
factor(category_id)2 1
factor(worker_id)-1:factor(category_id)-1 0.44
factor(worker_id)0:factor(category_id)-1 0.94
factor(worker_id)1:factor(category_id)-1 0
factor(worker_id)2:factor(category_id)-1 1
factor(worker_id)-1:factor(category_id)0 1
factor(worker_id)0:factor(category_id)0 1
factor(worker_id)1:factor(category_id)0 1
factor(worker_id)2:factor(category_id)0 1
factor(worker_id)-1:factor(category_id)1 1
factor(worker_id)0:factor(category_id)1 1
factor(worker_id)1:factor(category_id)1 0.22
factor(worker_id)2:factor(category_id)1 1
factor(worker_id)-1:factor(category_id)2 1
factor(worker_id)0:factor(category_id)2 1
factor(worker_id)1:factor(category_id)2 0.42
factor(worker_id)2:factor(category_id)2 1

Significant match effect number = 12 out of 16

num_process = 100, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -3.095 0.084 -3.293 -3.092 -2.852
factor(worker_id)-1 100 0 -1.163 0.132 -1.520 -1.144 -0.878
factor(worker_id)0 100 0 0.821 0.127 0.418 0.827 1.279
factor(worker_id)1 100 0 1.012 0.129 0.772 1.001 1.317
factor(worker_id)2 100 0 3.145 0.127 2.832 3.153 3.441
factor(category_id)-1 100 0 -0.480 0.148 -0.896 -0.477 -0.196
factor(category_id)0 100 0 1.551 0.136 1.209 1.543 1.847
factor(category_id)1 100 0 1.609 0.130 1.256 1.616 1.865
factor(category_id)2 100 0 3.977 0.126 3.621 3.966 4.354
factor(worker_id)-1:factor(category_id)-1 100 0 2.383 0.217 1.969 2.362 2.827
factor(worker_id)0:factor(category_id)-1 100 0 2.546 0.198 2.152 2.532 3.081
factor(worker_id)1:factor(category_id)-1 100 0 2.371 0.185 1.909 2.385 2.849
factor(worker_id)2:factor(category_id)-1 100 0 2.129 0.200 1.607 2.118 2.755
factor(worker_id)-1:factor(category_id)0 100 0 0.425 0.205 -0.113 0.418 0.943
factor(worker_id)0:factor(category_id)0 100 0 1.453 0.193 1.049 1.457 1.862
factor(worker_id)1:factor(category_id)0 100 0 2.881 0.199 2.385 2.899 3.392
factor(worker_id)2:factor(category_id)0 100 0 1.925 0.196 1.411 1.930 2.372
factor(worker_id)-1:factor(category_id)1 100 0 2.907 0.207 2.484 2.903 3.449
factor(worker_id)0:factor(category_id)1 100 0 0.332 0.226 -0.244 0.346 0.777
factor(worker_id)1:factor(category_id)1 100 0 2.216 0.189 1.754 2.223 2.666
factor(worker_id)2:factor(category_id)1 100 0 1.358 0.192 0.846 1.349 1.847
factor(worker_id)-1:factor(category_id)2 100 0 0.901 0.193 0.428 0.884 1.449
factor(worker_id)0:factor(category_id)2 100 0 0.237 0.187 -0.194 0.228 0.862
factor(worker_id)1:factor(category_id)2 100 0 1.340 0.194 0.904 1.329 1.865
factor(worker_id)2:factor(category_id)2 100 0 -0.405 0.188 -0.825 -0.390 -0.044

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -5.999 0.084 -6.197 -5.996 -5.756
factor(worker_id)-1 100 0 -0.770 0.132 -1.127 -0.751 -0.484
factor(worker_id)0 100 0 -0.530 0.127 -0.933 -0.524 -0.072
factor(worker_id)1 100 0 0.251 0.129 0.010 0.240 0.555
factor(worker_id)2 100 0 0.036 0.127 -0.277 0.044 0.332
factor(category_id)-1 100 0 0.506 0.148 0.089 0.509 0.789
factor(category_id)0 100 0 0.645 0.136 0.303 0.637 0.940
factor(category_id)1 100 0 -1.841 0.130 -2.193 -1.833 -1.584
factor(category_id)2 100 0 0.626 0.126 0.270 0.614 1.002
factor(worker_id)-1:factor(category_id)-1 100 0 -0.996 0.217 -1.410 -1.017 -0.552
factor(worker_id)0:factor(category_id)-1 100 0 2.075 0.198 1.680 2.060 2.609
factor(worker_id)1:factor(category_id)-1 100 0 -0.673 0.185 -1.135 -0.659 -0.195
factor(worker_id)2:factor(category_id)-1 100 0 0.107 0.200 -0.415 0.096 0.733
factor(worker_id)-1:factor(category_id)0 100 0 -0.592 0.205 -1.130 -0.599 -0.075
factor(worker_id)0:factor(category_id)0 100 0 0.981 0.193 0.578 0.985 1.391
factor(worker_id)1:factor(category_id)0 100 0 -0.336 0.199 -0.831 -0.318 0.176
factor(worker_id)2:factor(category_id)0 100 0 0.143 0.196 -0.371 0.148 0.590
factor(worker_id)-1:factor(category_id)1 100 0 2.409 0.207 1.987 2.405 2.952
factor(worker_id)0:factor(category_id)1 100 0 2.316 0.226 1.740 2.330 2.760
factor(worker_id)1:factor(category_id)1 100 0 0.602 0.189 0.139 0.608 1.052
factor(worker_id)2:factor(category_id)1 100 0 0.298 0.192 -0.214 0.289 0.787
factor(worker_id)-1:factor(category_id)2 100 0 -1.133 0.193 -1.606 -1.151 -0.585
factor(worker_id)0:factor(category_id)2 100 0 0.204 0.187 -0.227 0.195 0.829
factor(worker_id)1:factor(category_id)2 100 0 -0.574 0.194 -1.009 -0.585 -0.049
factor(worker_id)2:factor(category_id)2 100 0 -0.663 0.188 -1.082 -0.648 -0.302

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-1 0
factor(category_id)0 1
factor(category_id)1 1
factor(category_id)2 1
factor(worker_id)-1:factor(category_id)-1 1
factor(worker_id)0:factor(category_id)-1 1
factor(worker_id)1:factor(category_id)-1 1
factor(worker_id)2:factor(category_id)-1 1
factor(worker_id)-1:factor(category_id)0 0.57
factor(worker_id)0:factor(category_id)0 1
factor(worker_id)1:factor(category_id)0 1
factor(worker_id)2:factor(category_id)0 1
factor(worker_id)-1:factor(category_id)1 1
factor(worker_id)0:factor(category_id)1 0.37
factor(worker_id)1:factor(category_id)1 1
factor(worker_id)2:factor(category_id)1 1
factor(worker_id)-1:factor(category_id)2 1
factor(worker_id)0:factor(category_id)2 0.17
factor(worker_id)1:factor(category_id)2 1
factor(worker_id)2:factor(category_id)2 0

Significant match effect number = 12 out of 16

worker=5, category=10

num_process = 10, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -5.763 0.326 -6.497 -5.802 -5.091
factor(worker_id)-1 100 0 0.364 0.476 -0.607 0.392 1.261
factor(worker_id)0 100 0 0.762 0.433 -0.243 0.746 1.664
factor(worker_id)1 100 0 0.646 0.512 -0.464 0.665 2.360
factor(worker_id)2 100 0 5.261 0.446 4.396 5.226 6.395
factor(category_id)-3.5 100 0 1.050 0.395 0.253 1.021 2.055
factor(category_id)-2.5 100 0 0.211 0.445 -0.800 0.286 1.303
factor(category_id)-1.5 100 0 1.471 0.443 0.285 1.435 2.442
factor(category_id)-0.5 100 0 2.364 0.435 1.219 2.342 3.358
factor(category_id)0.5 100 0 4.564 0.473 3.458 4.578 5.734
factor(category_id)1.5 100 0 5.298 0.460 3.961 5.266 6.478
factor(category_id)2.5 100 0 5.878 0.454 4.613 5.922 7.057
factor(category_id)3.5 100 0 6.214 0.465 5.238 6.216 7.308
factor(category_id)4.5 100 0 9.888 0.413 8.930 9.928 10.912
factor(worker_id)-1:factor(category_id)-3.5 100 0 -0.867 0.535 -2.234 -0.846 0.307
factor(worker_id)0:factor(category_id)-3.5 100 0 0.101 0.563 -1.148 0.132 1.370
factor(worker_id)1:factor(category_id)-3.5 100 0 0.701 0.595 -0.920 0.675 2.107
factor(worker_id)2:factor(category_id)-3.5 100 0 -2.424 0.607 -4.709 -2.361 -1.127
factor(worker_id)-1:factor(category_id)-2.5 100 0 2.181 0.668 0.784 2.105 3.539
factor(worker_id)0:factor(category_id)-2.5 100 0 5.401 0.677 3.990 5.363 7.658
factor(worker_id)1:factor(category_id)-2.5 100 0 2.744 0.649 0.949 2.760 4.306
factor(worker_id)2:factor(category_id)-2.5 100 0 -2.036 0.614 -3.413 -1.980 -0.588
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.333 0.577 -1.167 0.369 1.785
factor(worker_id)0:factor(category_id)-1.5 100 0 2.470 0.614 0.731 2.478 3.819
factor(worker_id)1:factor(category_id)-1.5 100 0 2.345 0.708 0.252 2.397 4.257
factor(worker_id)2:factor(category_id)-1.5 100 0 0.202 0.549 -1.459 0.210 1.764
factor(worker_id)-1:factor(category_id)-0.5 100 0 1.576 0.586 0.199 1.566 2.749
factor(worker_id)0:factor(category_id)-0.5 100 0 1.766 0.608 0.460 1.704 3.244
factor(worker_id)1:factor(category_id)-0.5 100 0 4.046 0.668 1.922 4.091 5.657
factor(worker_id)2:factor(category_id)-0.5 100 0 0.169 0.646 -1.506 0.179 1.616
factor(worker_id)-1:factor(category_id)0.5 100 0 1.593 0.693 -0.054 1.721 3.487
factor(worker_id)0:factor(category_id)0.5 100 0 1.209 0.631 -0.921 1.178 2.788
factor(worker_id)1:factor(category_id)0.5 100 0 2.384 0.667 0.664 2.375 3.923
factor(worker_id)2:factor(category_id)0.5 100 0 -1.268 0.677 -2.725 -1.206 0.637
factor(worker_id)-1:factor(category_id)1.5 100 0 0.820 0.670 -0.990 0.766 2.477
factor(worker_id)0:factor(category_id)1.5 100 0 2.087 0.650 0.424 2.093 3.649
factor(worker_id)1:factor(category_id)1.5 100 0 2.373 0.692 0.439 2.378 3.956
factor(worker_id)2:factor(category_id)1.5 100 0 -0.364 0.666 -1.869 -0.284 1.280
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.404 0.645 -1.745 -0.502 1.160
factor(worker_id)0:factor(category_id)2.5 100 0 1.697 0.622 -0.240 1.699 3.005
factor(worker_id)1:factor(category_id)2.5 100 0 2.780 0.702 0.560 2.747 4.811
factor(worker_id)2:factor(category_id)2.5 100 0 -0.782 0.608 -2.462 -0.818 0.979
factor(worker_id)-1:factor(category_id)3.5 100 0 2.408 0.609 0.744 2.340 3.735
factor(worker_id)0:factor(category_id)3.5 100 0 2.167 0.599 0.821 2.249 3.262
factor(worker_id)1:factor(category_id)3.5 100 0 2.296 0.735 -0.001 2.360 4.291
factor(worker_id)2:factor(category_id)3.5 100 0 1.033 0.662 -0.451 1.034 2.628
factor(worker_id)-1:factor(category_id)4.5 100 0 -0.707 0.658 -2.411 -0.772 0.613
factor(worker_id)0:factor(category_id)4.5 100 0 -1.148 0.543 -2.637 -1.175 0.307
factor(worker_id)1:factor(category_id)4.5 100 0 1.339 0.661 -0.549 1.374 2.636
factor(worker_id)2:factor(category_id)4.5 100 0 -5.008 0.604 -6.509 -5.039 -3.208

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -8.550 0.326 -9.283 -8.588 -7.877
factor(worker_id)-1 100 0 1.795 0.476 0.825 1.824 2.693
factor(worker_id)0 100 0 0.441 0.433 -0.564 0.424 1.343
factor(worker_id)1 100 0 -0.893 0.512 -2.003 -0.874 0.820
factor(worker_id)2 100 0 2.880 0.446 2.015 2.845 4.014
factor(category_id)-3.5 100 0 -3.977 0.395 -4.774 -4.006 -2.972
factor(category_id)-2.5 100 0 -5.274 0.445 -6.285 -5.199 -4.183
factor(category_id)-1.5 100 0 -4.800 0.443 -5.986 -4.836 -3.829
factor(category_id)-0.5 100 0 -4.868 0.435 -6.013 -4.891 -3.874
factor(category_id)0.5 100 0 -2.537 0.473 -3.643 -2.523 -1.367
factor(category_id)1.5 100 0 4.478 0.460 3.140 4.445 5.657

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.18
factor(worker_id)0 0.41
factor(worker_id)1 0.29
factor(worker_id)2 1
factor(category_id)-3.5 0.67
factor(category_id)-2.5 0.03
factor(category_id)-1.5 0.92
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0.02
factor(worker_id)1:factor(category_id)-3.5 0.18
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0.92
factor(worker_id)0:factor(category_id)-2.5 1
factor(worker_id)1:factor(category_id)-2.5 0.98
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0.04
factor(worker_id)0:factor(category_id)-1.5 0.98
factor(worker_id)1:factor(category_id)-1.5 0.95
factor(worker_id)2:factor(category_id)-1.5 0.03
factor(worker_id)-1:factor(category_id)-0.5 0.71
factor(worker_id)0:factor(category_id)-0.5 0.83
factor(worker_id)1:factor(category_id)-0.5 1
factor(worker_id)2:factor(category_id)-0.5 0.04
factor(worker_id)-1:factor(category_id)0.5 0.71
factor(worker_id)0:factor(category_id)0.5 0.44
factor(worker_id)1:factor(category_id)0.5 0.96
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0.28
factor(worker_id)0:factor(category_id)1.5 0.91
factor(worker_id)1:factor(category_id)1.5 0.93
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0.78
factor(worker_id)1:factor(category_id)2.5 0.99
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 0.99
factor(worker_id)0:factor(category_id)3.5 0.94
factor(worker_id)1:factor(category_id)3.5 0.93
factor(worker_id)2:factor(category_id)3.5 0.4
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0.61
factor(worker_id)2:factor(category_id)4.5 0

Significant match effect number = 14 out of 36

num_process = 20, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -8.501 0.235 -9.151 -8.488 -8.041
factor(worker_id)-1 100 0 4.343 0.308 3.717 4.382 5.120
factor(worker_id)0 100 0 3.687 0.289 3.112 3.703 4.402
factor(worker_id)1 100 0 3.040 0.320 2.228 3.035 4.178
factor(worker_id)2 100 0 5.251 0.328 4.514 5.254 6.184
factor(category_id)-3.5 100 0 2.240 0.333 1.561 2.187 3.080
factor(category_id)-2.5 100 0 3.082 0.313 2.313 3.099 3.938
factor(category_id)-1.5 100 0 4.801 0.322 4.144 4.810 6.088
factor(category_id)-0.5 100 0 4.862 0.324 4.104 4.866 6.065
factor(category_id)0.5 100 0 8.455 0.305 7.683 8.449 9.130
factor(category_id)1.5 100 0 7.229 0.330 6.450 7.241 7.851
factor(category_id)2.5 100 0 10.095 0.310 9.277 10.108 10.878
factor(category_id)3.5 100 0 8.330 0.293 7.609 8.344 8.975
factor(category_id)4.5 100 0 12.107 0.306 11.506 12.097 12.966
factor(worker_id)-1:factor(category_id)-3.5 100 0 -1.080 0.439 -2.109 -1.056 0.192
factor(worker_id)0:factor(category_id)-3.5 100 0 -0.244 0.420 -1.220 -0.267 0.701
factor(worker_id)1:factor(category_id)-3.5 100 0 1.238 0.451 -0.055 1.276 2.304
factor(worker_id)2:factor(category_id)-3.5 100 0 -1.107 0.422 -2.632 -1.067 -0.310
factor(worker_id)-1:factor(category_id)-2.5 100 0 -2.921 0.429 -4.143 -2.837 -2.051
factor(worker_id)0:factor(category_id)-2.5 100 0 -0.155 0.413 -1.301 -0.157 0.795
factor(worker_id)1:factor(category_id)-2.5 100 0 2.575 0.435 1.141 2.588 3.425
factor(worker_id)2:factor(category_id)-2.5 100 0 -1.852 0.398 -3.006 -1.836 -0.889
factor(worker_id)-1:factor(category_id)-1.5 100 0 -2.328 0.475 -3.800 -2.281 -1.214
factor(worker_id)0:factor(category_id)-1.5 100 0 -0.246 0.454 -1.476 -0.247 1.018
factor(worker_id)1:factor(category_id)-1.5 100 0 0.879 0.425 -0.239 0.894 2.221
factor(worker_id)2:factor(category_id)-1.5 100 0 -1.621 0.482 -2.651 -1.571 -0.497
factor(worker_id)-1:factor(category_id)-0.5 100 0 -2.957 0.445 -4.246 -2.997 -1.853
factor(worker_id)0:factor(category_id)-0.5 100 0 -1.590 0.441 -2.737 -1.572 -0.740
factor(worker_id)1:factor(category_id)-0.5 100 0 -1.070 0.481 -2.525 -1.045 0.127
factor(worker_id)2:factor(category_id)-0.5 100 0 0.449 0.433 -1.222 0.475 1.408
factor(worker_id)-1:factor(category_id)0.5 100 0 -4.573 0.482 -5.623 -4.620 -3.400
factor(worker_id)0:factor(category_id)0.5 100 0 -3.172 0.407 -4.038 -3.141 -2.153
factor(worker_id)1:factor(category_id)0.5 100 0 -2.739 0.460 -4.002 -2.738 -1.718
factor(worker_id)2:factor(category_id)0.5 100 0 -2.309 0.431 -3.254 -2.340 -1.110
factor(worker_id)-1:factor(category_id)1.5 100 0 -0.582 0.436 -1.897 -0.633 0.445
factor(worker_id)0:factor(category_id)1.5 100 0 -0.736 0.458 -1.673 -0.723 0.637
factor(worker_id)1:factor(category_id)1.5 100 0 2.834 0.452 1.813 2.825 3.993
factor(worker_id)2:factor(category_id)1.5 100 0 -0.905 0.443 -2.034 -0.877 0.113
factor(worker_id)-1:factor(category_id)2.5 100 0 -2.735 0.455 -3.695 -2.738 -1.520
factor(worker_id)0:factor(category_id)2.5 100 0 -1.017 0.421 -2.241 -0.979 0.537
factor(worker_id)1:factor(category_id)2.5 100 0 -1.458 0.445 -2.852 -1.437 -0.091
factor(worker_id)2:factor(category_id)2.5 100 0 -2.131 0.428 -3.472 -2.151 -1.326
factor(worker_id)-1:factor(category_id)3.5 100 0 -2.464 0.418 -3.609 -2.454 -1.207
factor(worker_id)0:factor(category_id)3.5 100 0 -0.363 0.393 -1.353 -0.371 0.443
factor(worker_id)1:factor(category_id)3.5 100 0 2.344 0.483 0.867 2.329 3.661
factor(worker_id)2:factor(category_id)3.5 100 0 -0.003 0.425 -1.336 -0.012 1.204
factor(worker_id)-1:factor(category_id)4.5 100 0 -4.068 0.433 -5.166 -4.126 -2.864
factor(worker_id)0:factor(category_id)4.5 100 0 -3.824 0.374 -4.847 -3.836 -2.720
factor(worker_id)1:factor(category_id)4.5 100 0 0.171 0.457 -1.666 0.113 1.181
factor(worker_id)2:factor(category_id)4.5 100 0 -4.506 0.454 -5.618 -4.490 -3.479

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -8.501 0.235 -9.151 -8.487 -8.040
factor(worker_id)-1 100 0 3.285 0.308 2.659 3.324 4.063
factor(worker_id)0 100 0 -0.848 0.289 -1.423 -0.833 -0.133
factor(worker_id)1 100 0 -3.635 0.320 -4.447 -3.640 -2.497
factor(worker_id)2 100 0 -1.488 0.328 -2.224 -1.485 -0.555
factor(category_id)-3.5 100 0 -2.610 0.333 -3.288 -2.662 -1.770
factor(category_id)-2.5 100 0 -3.656 0.313 -4.425 -3.639 -2.800
factor(category_id)-1.5 100 0 -6.274 0.322 -6.931 -6.265 -4.987
factor(category_id)-0.5 100 0 -4.760 0.324 -5.519 -4.756 -3.557
factor(category_id)0.5 100 0 -3.264 0.305 -4.036 -3.270 -2.589
factor(category_id)1.5 100 0 2.881 0.330 2.102 2.892 3.502

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0.79
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 1
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0.01
factor(worker_id)1:factor(category_id)-1.5 0.53
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0.14
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 1
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0.99
factor(worker_id)2:factor(category_id)3.5 0.02
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0.04
factor(worker_id)2:factor(category_id)4.5 0

Significant match effect number = 3 out of 36

num_process = 30, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -7.113 0.194 -7.576 -7.129 -6.537
factor(worker_id)-1 100 0 0.780 0.255 0.060 0.782 1.546
factor(worker_id)0 100 0 2.808 0.249 2.200 2.800 3.406
factor(worker_id)1 100 0 2.334 0.245 1.753 2.323 3.115
factor(worker_id)2 100 0 5.164 0.275 4.441 5.182 5.741
factor(category_id)-3.5 100 0 2.138 0.267 1.270 2.137 2.857
factor(category_id)-2.5 100 0 2.674 0.265 1.997 2.668 3.323
factor(category_id)-1.5 100 0 4.182 0.262 3.528 4.217 4.786
factor(category_id)-0.5 100 0 3.707 0.234 3.012 3.723 4.289
factor(category_id)0.5 100 0 6.683 0.266 5.938 6.690 7.274
factor(category_id)1.5 100 0 6.739 0.234 6.141 6.773 7.261
factor(category_id)2.5 100 0 8.013 0.287 7.376 8.010 8.762
factor(category_id)3.5 100 0 9.261 0.278 8.449 9.239 10.036
factor(category_id)4.5 100 0 10.482 0.266 9.881 10.471 11.034
factor(worker_id)-1:factor(category_id)-3.5 100 0 -1.250 0.358 -2.195 -1.237 -0.161
factor(worker_id)0:factor(category_id)-3.5 100 0 -2.453 0.351 -3.283 -2.465 -1.657
factor(worker_id)1:factor(category_id)-3.5 100 0 1.004 0.344 -0.092 1.006 1.754
factor(worker_id)2:factor(category_id)-3.5 100 0 -1.625 0.388 -2.643 -1.609 -0.462
factor(worker_id)-1:factor(category_id)-2.5 100 0 0.824 0.402 -0.160 0.766 1.871
factor(worker_id)0:factor(category_id)-2.5 100 0 -0.709 0.382 -1.563 -0.709 0.280
factor(worker_id)1:factor(category_id)-2.5 100 0 0.267 0.351 -0.620 0.248 1.146
factor(worker_id)2:factor(category_id)-2.5 100 0 -2.009 0.383 -2.932 -2.040 -1.008
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.191 0.322 -0.534 0.207 1.056
factor(worker_id)0:factor(category_id)-1.5 100 0 -1.858 0.354 -2.616 -1.848 -1.059
factor(worker_id)1:factor(category_id)-1.5 100 0 -0.839 0.367 -1.762 -0.861 -0.085
factor(worker_id)2:factor(category_id)-1.5 100 0 -1.125 0.372 -1.939 -1.137 -0.113
factor(worker_id)-1:factor(category_id)-0.5 100 0 0.895 0.388 0.065 0.874 1.929
factor(worker_id)0:factor(category_id)-0.5 100 0 -0.703 0.346 -1.486 -0.728 0.109
factor(worker_id)1:factor(category_id)-0.5 100 0 2.036 0.308 1.341 1.989 2.805
factor(worker_id)2:factor(category_id)-0.5 100 0 0.272 0.361 -0.411 0.246 1.364
factor(worker_id)-1:factor(category_id)0.5 100 0 -0.469 0.368 -1.633 -0.468 0.475
factor(worker_id)0:factor(category_id)0.5 100 0 -1.875 0.364 -2.775 -1.892 -1.101
factor(worker_id)1:factor(category_id)0.5 100 0 1.374 0.356 0.646 1.375 2.153
factor(worker_id)2:factor(category_id)0.5 100 0 -2.984 0.385 -4.054 -2.984 -2.038
factor(worker_id)-1:factor(category_id)1.5 100 0 0.548 0.350 -0.325 0.504 1.388
factor(worker_id)0:factor(category_id)1.5 100 0 -0.878 0.335 -1.777 -0.883 -0.187
factor(worker_id)1:factor(category_id)1.5 100 0 1.793 0.352 1.087 1.770 2.704
factor(worker_id)2:factor(category_id)1.5 100 0 -0.483 0.352 -1.148 -0.533 0.379
factor(worker_id)-1:factor(category_id)2.5 100 0 -1.042 0.370 -2.283 -1.027 -0.076
factor(worker_id)0:factor(category_id)2.5 100 0 -0.708 0.379 -1.520 -0.687 0.041
factor(worker_id)1:factor(category_id)2.5 100 0 -0.440 0.353 -1.390 -0.388 0.229
factor(worker_id)2:factor(category_id)2.5 100 0 0.903 0.399 -0.124 0.964 1.823
factor(worker_id)-1:factor(category_id)3.5 100 0 0.744 0.389 -0.410 0.774 1.673
factor(worker_id)0:factor(category_id)3.5 100 0 -3.527 0.383 -4.425 -3.561 -2.576
factor(worker_id)1:factor(category_id)3.5 100 0 -1.349 0.357 -2.218 -1.352 -0.576
factor(worker_id)2:factor(category_id)3.5 100 0 -3.820 0.405 -4.737 -3.786 -2.635
factor(worker_id)-1:factor(category_id)4.5 100 0 -0.773 0.371 -1.859 -0.771 0.060
factor(worker_id)0:factor(category_id)4.5 100 0 -1.253 0.375 -2.124 -1.314 -0.234
factor(worker_id)1:factor(category_id)4.5 100 0 -0.686 0.360 -1.534 -0.743 0.351
factor(worker_id)2:factor(category_id)4.5 100 0 -2.472 0.352 -3.376 -2.510 -1.423

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -8.493 0.194 -8.956 -8.509 -7.917
factor(worker_id)-1 100 0 0.454 0.255 -0.267 0.456 1.219
factor(worker_id)0 100 0 -0.673 0.249 -1.282 -0.681 -0.076
factor(worker_id)1 100 0 -0.919 0.245 -1.500 -0.930 -0.138
factor(worker_id)2 100 0 1.471 0.275 0.747 1.489 2.048
factor(category_id)-3.5 100 0 -3.964 0.267 -4.833 -3.965 -3.246
factor(category_id)-2.5 100 0 -5.725 0.265 -6.402 -5.731 -5.076
factor(category_id)-1.5 100 0 -4.658 0.262 -5.313 -4.623 -4.055
factor(category_id)-0.5 100 0 -4.212 0.234 -4.907 -4.196 -3.629
factor(category_id)0.5 100 0 -1.585 0.266 -2.331 -1.579 -0.995
factor(category_id)1.5 100 0 5.636 0.234 5.038 5.671 6.159

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.86
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0.81
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0.55
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0.08
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0.05
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 0.68
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 1
factor(worker_id)2:factor(category_id)-0.5 0.11
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0.98
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0.31
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 1
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0.68
factor(worker_id)-1:factor(category_id)3.5 0.54
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0

Significant match effect number = 4 out of 36

num_process = 40, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -6.717 0.164 -7.090 -6.711 -6.343
factor(worker_id)-1 100 0 1.024 0.209 0.443 1.019 1.601
factor(worker_id)0 100 0 1.610 0.220 0.957 1.615 2.432
factor(worker_id)1 100 0 5.299 0.235 4.709 5.322 5.774
factor(worker_id)2 100 0 3.540 0.215 3.074 3.581 4.113
factor(category_id)-3.5 100 0 1.134 0.233 0.460 1.116 1.675
factor(category_id)-2.5 100 0 1.053 0.232 0.589 1.035 1.630
factor(category_id)-1.5 100 0 2.156 0.238 1.483 2.166 2.632
factor(category_id)-0.5 100 0 4.589 0.216 4.052 4.560 5.160
factor(category_id)0.5 100 0 5.006 0.223 4.462 5.008 5.677
factor(category_id)1.5 100 0 5.507 0.199 5.136 5.481 6.018
factor(category_id)2.5 100 0 6.096 0.240 5.549 6.087 6.751
factor(category_id)3.5 100 0 8.384 0.190 7.950 8.402 8.712
factor(category_id)4.5 100 0 8.997 0.250 8.451 9.014 9.631
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.457 0.313 -0.259 0.441 1.200
factor(worker_id)0:factor(category_id)-3.5 100 0 -0.248 0.350 -0.997 -0.283 0.888
factor(worker_id)1:factor(category_id)-3.5 100 0 -2.759 0.314 -3.363 -2.792 -1.898
factor(worker_id)2:factor(category_id)-3.5 100 0 -0.605 0.312 -1.418 -0.610 0.118
factor(worker_id)-1:factor(category_id)-2.5 100 0 2.027 0.338 1.004 2.031 2.888
factor(worker_id)0:factor(category_id)-2.5 100 0 1.584 0.317 0.478 1.574 2.208
factor(worker_id)1:factor(category_id)-2.5 100 0 -0.638 0.301 -1.268 -0.639 0.105
factor(worker_id)2:factor(category_id)-2.5 100 0 1.597 0.329 0.790 1.580 2.357
factor(worker_id)-1:factor(category_id)-1.5 100 0 2.873 0.319 1.918 2.912 3.724
factor(worker_id)0:factor(category_id)-1.5 100 0 1.137 0.318 0.237 1.152 1.808
factor(worker_id)1:factor(category_id)-1.5 100 0 -0.744 0.319 -1.439 -0.771 0.270
factor(worker_id)2:factor(category_id)-1.5 100 0 2.230 0.293 1.416 2.223 2.915
factor(worker_id)-1:factor(category_id)-0.5 100 0 -0.787 0.304 -1.876 -0.809 0.060
factor(worker_id)0:factor(category_id)-0.5 100 0 0.631 0.315 -0.027 0.592 1.609
factor(worker_id)1:factor(category_id)-0.5 100 0 -3.011 0.313 -3.733 -3.010 -2.134
factor(worker_id)2:factor(category_id)-0.5 100 0 0.622 0.276 -0.122 0.601 1.273
factor(worker_id)-1:factor(category_id)0.5 100 0 0.929 0.313 0.222 0.932 1.753
factor(worker_id)0:factor(category_id)0.5 100 0 0.129 0.336 -1.356 0.148 0.871
factor(worker_id)1:factor(category_id)0.5 100 0 -3.085 0.314 -3.871 -3.117 -2.208
factor(worker_id)2:factor(category_id)0.5 100 0 1.378 0.288 0.619 1.387 2.134
factor(worker_id)-1:factor(category_id)1.5 100 0 1.472 0.271 0.735 1.478 2.071
factor(worker_id)0:factor(category_id)1.5 100 0 0.265 0.303 -0.820 0.247 1.080
factor(worker_id)1:factor(category_id)1.5 100 0 -1.783 0.337 -2.580 -1.783 -0.997
factor(worker_id)2:factor(category_id)1.5 100 0 2.399 0.303 1.557 2.418 3.196
factor(worker_id)-1:factor(category_id)2.5 100 0 1.357 0.307 0.574 1.364 2.114
factor(worker_id)0:factor(category_id)2.5 100 0 0.810 0.300 0.133 0.808 1.554
factor(worker_id)1:factor(category_id)2.5 100 0 -0.411 0.338 -1.178 -0.424 0.489
factor(worker_id)2:factor(category_id)2.5 100 0 2.883 0.303 2.192 2.887 3.914
factor(worker_id)-1:factor(category_id)3.5 100 0 -0.571 0.288 -1.270 -0.559 0.131
factor(worker_id)0:factor(category_id)3.5 100 0 -1.006 0.282 -2.083 -1.010 -0.254
factor(worker_id)1:factor(category_id)3.5 100 0 -3.031 0.285 -3.615 -3.053 -2.043
factor(worker_id)2:factor(category_id)3.5 100 0 1.063 0.282 0.432 1.075 1.674
factor(worker_id)-1:factor(category_id)4.5 100 0 1.189 0.308 0.357 1.198 1.882
factor(worker_id)0:factor(category_id)4.5 100 0 -0.658 0.312 -1.878 -0.651 0.197
factor(worker_id)1:factor(category_id)4.5 100 0 -2.012 0.317 -2.850 -2.011 -1.039
factor(worker_id)2:factor(category_id)4.5 100 0 0.934 0.316 0.339 0.905 2.037

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -8.488 0.164 -8.860 -8.482 -8.114
factor(worker_id)-1 100 0 -2.295 0.209 -2.876 -2.300 -1.717
factor(worker_id)0 100 0 -0.068 0.220 -0.721 -0.063 0.753
factor(worker_id)1 100 0 1.540 0.235 0.951 1.563 2.015
factor(worker_id)2 100 0 -1.179 0.215 -1.645 -1.138 -0.606
factor(category_id)-3.5 100 0 -3.767 0.233 -4.440 -3.784 -3.226
factor(category_id)-2.5 100 0 -4.178 0.232 -4.642 -4.196 -3.601
factor(category_id)-1.5 100 0 -4.892 0.238 -5.565 -4.882 -4.416
factor(category_id)-0.5 100 0 -4.416 0.216 -4.953 -4.445 -3.845
factor(category_id)0.5 100 0 -3.660 0.223 -4.204 -3.658 -2.989
factor(category_id)1.5 100 0 4.222 0.199 3.851 4.196 4.734

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.99
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0.25
factor(worker_id)0:factor(category_id)-3.5 0.01
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 1
factor(worker_id)0:factor(category_id)-2.5 0.99
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 1
factor(worker_id)-1:factor(category_id)-1.5 1
factor(worker_id)0:factor(category_id)-1.5 0.96
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 1
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0.46
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0.47
factor(worker_id)-1:factor(category_id)0.5 0.84
factor(worker_id)0:factor(category_id)0.5 0.07
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0.99
factor(worker_id)-1:factor(category_id)1.5 1
factor(worker_id)0:factor(category_id)1.5 0.15
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 1
factor(worker_id)-1:factor(category_id)2.5 0.98
factor(worker_id)0:factor(category_id)2.5 0.78
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 1
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0.95
factor(worker_id)-1:factor(category_id)4.5 0.96
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0.84

Significant match effect number = 15 out of 36

num_process = 50, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -7.186 0.145 -7.660 -7.178 -6.885
factor(worker_id)-1 100 0 1.237 0.214 0.745 1.223 1.953
factor(worker_id)0 100 0 3.294 0.201 2.879 3.283 3.790
factor(worker_id)1 100 0 4.115 0.209 3.456 4.103 4.633
factor(worker_id)2 100 0 5.069 0.192 4.712 5.067 5.651
factor(category_id)-3.5 100 0 0.799 0.209 0.430 0.794 1.296
factor(category_id)-2.5 100 0 3.466 0.190 3.068 3.478 3.986
factor(category_id)-1.5 100 0 5.943 0.196 5.376 5.939 6.404
factor(category_id)-0.5 100 0 5.475 0.194 4.941 5.461 5.877
factor(category_id)0.5 100 0 6.734 0.194 6.284 6.738 7.133
factor(category_id)1.5 100 0 6.726 0.212 6.260 6.717 7.203
factor(category_id)2.5 100 0 7.896 0.219 7.311 7.891 8.480
factor(category_id)3.5 100 0 9.238 0.215 8.547 9.227 9.875
factor(category_id)4.5 100 0 9.162 0.216 8.745 9.137 9.937
factor(worker_id)-1:factor(category_id)-3.5 100 0 1.040 0.309 0.148 1.062 1.730
factor(worker_id)0:factor(category_id)-3.5 100 0 -0.528 0.269 -1.138 -0.524 0.029
factor(worker_id)1:factor(category_id)-3.5 100 0 1.666 0.304 0.893 1.706 2.383
factor(worker_id)2:factor(category_id)-3.5 100 0 0.484 0.273 -0.465 0.520 1.063
factor(worker_id)-1:factor(category_id)-2.5 100 0 -0.724 0.301 -1.552 -0.744 -0.013
factor(worker_id)0:factor(category_id)-2.5 100 0 -2.745 0.287 -3.432 -2.779 -1.905
factor(worker_id)1:factor(category_id)-2.5 100 0 0.492 0.291 -0.243 0.488 1.298
factor(worker_id)2:factor(category_id)-2.5 100 0 -4.060 0.281 -4.708 -4.057 -3.493
factor(worker_id)-1:factor(category_id)-1.5 100 0 -2.963 0.268 -3.566 -2.957 -2.311
factor(worker_id)0:factor(category_id)-1.5 100 0 -4.779 0.277 -5.435 -4.768 -4.074
factor(worker_id)1:factor(category_id)-1.5 100 0 -4.149 0.259 -4.781 -4.154 -3.518
factor(worker_id)2:factor(category_id)-1.5 100 0 -2.349 0.276 -2.947 -2.332 -1.645
factor(worker_id)-1:factor(category_id)-0.5 100 0 -0.347 0.285 -0.978 -0.335 0.258
factor(worker_id)0:factor(category_id)-0.5 100 0 -3.233 0.259 -4.066 -3.231 -2.446
factor(worker_id)1:factor(category_id)-0.5 100 0 -1.622 0.261 -2.268 -1.622 -1.109
factor(worker_id)2:factor(category_id)-0.5 100 0 -1.927 0.263 -2.540 -1.921 -1.268
factor(worker_id)-1:factor(category_id)0.5 100 0 -2.022 0.243 -2.525 -2.043 -1.309
factor(worker_id)0:factor(category_id)0.5 100 0 -3.627 0.294 -4.257 -3.629 -2.757
factor(worker_id)1:factor(category_id)0.5 100 0 -0.379 0.293 -1.301 -0.378 0.276
factor(worker_id)2:factor(category_id)0.5 100 0 -2.561 0.278 -3.182 -2.551 -1.828
factor(worker_id)-1:factor(category_id)1.5 100 0 0.084 0.307 -0.631 0.095 0.827
factor(worker_id)0:factor(category_id)1.5 100 0 -2.420 0.296 -3.172 -2.451 -1.755
factor(worker_id)1:factor(category_id)1.5 100 0 -1.215 0.303 -1.849 -1.228 -0.347
factor(worker_id)2:factor(category_id)1.5 100 0 -0.511 0.278 -1.228 -0.512 0.163
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.751 0.316 -1.796 -0.730 0.350
factor(worker_id)0:factor(category_id)2.5 100 0 -2.190 0.305 -3.017 -2.190 -1.470
factor(worker_id)1:factor(category_id)2.5 100 0 -2.820 0.320 -3.487 -2.778 -1.524
factor(worker_id)2:factor(category_id)2.5 100 0 -1.356 0.275 -1.931 -1.379 -0.577
factor(worker_id)-1:factor(category_id)3.5 100 0 -1.515 0.307 -2.348 -1.560 -0.880
factor(worker_id)0:factor(category_id)3.5 100 0 -1.596 0.281 -2.168 -1.580 -0.734
factor(worker_id)1:factor(category_id)3.5 100 0 -1.969 0.287 -2.738 -1.948 -1.322
factor(worker_id)2:factor(category_id)3.5 100 0 -3.107 0.279 -3.915 -3.105 -2.453
factor(worker_id)-1:factor(category_id)4.5 100 0 -0.178 0.309 -1.079 -0.169 0.450
factor(worker_id)0:factor(category_id)4.5 100 0 -1.139 0.300 -2.086 -1.157 -0.591
factor(worker_id)1:factor(category_id)4.5 100 0 -0.689 0.316 -1.522 -0.650 0.348
factor(worker_id)2:factor(category_id)4.5 100 0 0.679 0.311 -0.117 0.653 1.544

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -8.509 0.145 -8.983 -8.500 -8.208
factor(worker_id)-1 100 0 -0.884 0.214 -1.376 -0.899 -0.168
factor(worker_id)0 100 0 -1.270 0.201 -1.685 -1.281 -0.773
factor(worker_id)1 100 0 -1.946 0.209 -2.605 -1.959 -1.429
factor(worker_id)2 100 0 1.178 0.192 0.821 1.177 1.760
factor(category_id)-3.5 100 0 -5.171 0.209 -5.540 -5.176 -4.673
factor(category_id)-2.5 100 0 -4.991 0.190 -5.389 -4.978 -4.471
factor(category_id)-1.5 100 0 -1.694 0.196 -2.261 -1.698 -1.234
factor(category_id)-0.5 100 0 -1.710 0.194 -2.244 -1.724 -1.309
factor(category_id)0.5 100 0 -2.648 0.194 -3.098 -2.644 -2.249
factor(category_id)1.5 100 0 5.143 0.212 4.677 5.134 5.620

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0.95
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 1
factor(worker_id)2:factor(category_id)-3.5 0.43
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0.41
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0.04
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0.67

Significant match effect number = 2 out of 36

num_process = 100, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -6.401 0.099 -6.637 -6.395 -6.121
factor(worker_id)-1 100 0 1.156 0.136 0.875 1.147 1.498
factor(worker_id)0 100 0 0.092 0.138 -0.295 0.067 0.417
factor(worker_id)1 100 0 1.157 0.160 0.676 1.158 1.522
factor(worker_id)2 100 0 4.239 0.150 3.952 4.215 4.664
factor(category_id)-3.5 100 0 -0.158 0.135 -0.476 -0.165 0.183
factor(category_id)-2.5 100 0 1.250 0.147 0.860 1.258 1.614
factor(category_id)-1.5 100 0 2.852 0.150 2.536 2.835 3.179
factor(category_id)-0.5 100 0 3.224 0.141 2.814 3.210 3.552
factor(category_id)0.5 100 0 4.136 0.152 3.766 4.136 4.471
factor(category_id)1.5 100 0 5.573 0.133 5.248 5.570 5.863
factor(category_id)2.5 100 0 7.432 0.146 6.995 7.435 7.813
factor(category_id)3.5 100 0 7.381 0.139 7.014 7.360 7.702
factor(category_id)4.5 100 0 9.611 0.136 9.198 9.609 9.925
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.995 0.183 0.407 1.028 1.390
factor(worker_id)0:factor(category_id)-3.5 100 0 1.103 0.203 0.635 1.118 1.563
factor(worker_id)1:factor(category_id)-3.5 100 0 4.505 0.195 4.095 4.476 4.949
factor(worker_id)2:factor(category_id)-3.5 100 0 0.669 0.206 0.147 0.684 1.071
factor(worker_id)-1:factor(category_id)-2.5 100 0 0.577 0.194 0.109 0.579 1.121
factor(worker_id)0:factor(category_id)-2.5 100 0 3.037 0.190 2.446 3.016 3.493
factor(worker_id)1:factor(category_id)-2.5 100 0 1.121 0.222 0.452 1.113 1.843
factor(worker_id)2:factor(category_id)-2.5 100 0 -1.024 0.207 -1.608 -1.011 -0.575
factor(worker_id)-1:factor(category_id)-1.5 100 0 -0.374 0.210 -0.891 -0.359 0.068
factor(worker_id)0:factor(category_id)-1.5 100 0 2.433 0.198 1.879 2.462 2.873
factor(worker_id)1:factor(category_id)-1.5 100 0 1.767 0.223 1.140 1.775 2.328
factor(worker_id)2:factor(category_id)-1.5 100 0 1.204 0.227 0.501 1.224 1.634
factor(worker_id)-1:factor(category_id)-0.5 100 0 2.421 0.212 1.962 2.432 2.895
factor(worker_id)0:factor(category_id)-0.5 100 0 3.342 0.188 2.851 3.333 3.786
factor(worker_id)1:factor(category_id)-0.5 100 0 2.491 0.189 2.045 2.472 3.123
factor(worker_id)2:factor(category_id)-0.5 100 0 0.943 0.185 0.401 0.953 1.343
factor(worker_id)-1:factor(category_id)0.5 100 0 1.871 0.196 1.353 1.867 2.242
factor(worker_id)0:factor(category_id)0.5 100 0 1.719 0.219 1.100 1.750 2.242
factor(worker_id)1:factor(category_id)0.5 100 0 2.889 0.215 2.348 2.872 3.464
factor(worker_id)2:factor(category_id)0.5 100 0 0.716 0.209 0.213 0.752 1.133
factor(worker_id)-1:factor(category_id)1.5 100 0 1.640 0.200 1.134 1.642 2.392
factor(worker_id)0:factor(category_id)1.5 100 0 2.625 0.191 2.142 2.624 3.097
factor(worker_id)1:factor(category_id)1.5 100 0 1.854 0.195 1.420 1.861 2.476
factor(worker_id)2:factor(category_id)1.5 100 0 1.201 0.198 0.607 1.210 1.597
factor(worker_id)-1:factor(category_id)2.5 100 0 0.107 0.192 -0.374 0.104 0.634
factor(worker_id)0:factor(category_id)2.5 100 0 1.490 0.223 0.960 1.498 1.964
factor(worker_id)1:factor(category_id)2.5 100 0 0.666 0.227 0.078 0.654 1.222
factor(worker_id)2:factor(category_id)2.5 100 0 -0.087 0.225 -0.590 -0.096 0.484
factor(worker_id)-1:factor(category_id)3.5 100 0 0.529 0.202 -0.042 0.575 0.911
factor(worker_id)0:factor(category_id)3.5 100 0 1.211 0.194 0.744 1.196 1.654
factor(worker_id)1:factor(category_id)3.5 100 0 1.241 0.204 0.765 1.258 1.715
factor(worker_id)2:factor(category_id)3.5 100 0 0.253 0.188 -0.242 0.250 0.641
factor(worker_id)-1:factor(category_id)4.5 100 0 1.181 0.174 0.763 1.193 1.589
factor(worker_id)0:factor(category_id)4.5 100 0 0.869 0.203 0.410 0.877 1.450
factor(worker_id)1:factor(category_id)4.5 100 0 1.817 0.228 1.288 1.797 2.338
factor(worker_id)2:factor(category_id)4.5 100 0 -1.930 0.188 -2.444 -1.934 -1.505

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -8.493 0.099 -8.729 -8.487 -8.213
factor(worker_id)-1 100 0 1.990 0.136 1.709 1.980 2.332
factor(worker_id)0 100 0 -3.420 0.138 -3.807 -3.445 -3.095
factor(worker_id)1 100 0 -0.365 0.160 -0.846 -0.364 0.000
factor(worker_id)2 100 0 0.454 0.150 0.166 0.430 0.878
factor(category_id)-3.5 100 0 -5.036 0.135 -5.354 -5.043 -4.695
factor(category_id)-2.5 100 0 -4.922 0.147 -5.313 -4.915 -4.559
factor(category_id)-1.5 100 0 -3.728 0.150 -4.044 -3.745 -3.401
factor(category_id)-0.5 100 0 -4.047 0.141 -4.457 -4.061 -3.719
factor(category_id)0.5 100 0 -3.648 0.152 -4.018 -3.649 -3.313
factor(category_id)1.5 100 0 3.981 0.133 3.656 3.978 4.271

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 0.08
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-3.5 0
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)-3.5 1
factor(worker_id)0:factor(category_id)-3.5 1
factor(worker_id)1:factor(category_id)-3.5 1
factor(worker_id)2:factor(category_id)-3.5 0.92
factor(worker_id)-1:factor(category_id)-2.5 0.84
factor(worker_id)0:factor(category_id)-2.5 1
factor(worker_id)1:factor(category_id)-2.5 1
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 1
factor(worker_id)1:factor(category_id)-1.5 1
factor(worker_id)2:factor(category_id)-1.5 1
factor(worker_id)-1:factor(category_id)-0.5 1
factor(worker_id)0:factor(category_id)-0.5 1
factor(worker_id)1:factor(category_id)-0.5 1
factor(worker_id)2:factor(category_id)-0.5 1
factor(worker_id)-1:factor(category_id)0.5 1
factor(worker_id)0:factor(category_id)0.5 1
factor(worker_id)1:factor(category_id)0.5 1
factor(worker_id)2:factor(category_id)0.5 0.94
factor(worker_id)-1:factor(category_id)1.5 1
factor(worker_id)0:factor(category_id)1.5 1
factor(worker_id)1:factor(category_id)1.5 1
factor(worker_id)2:factor(category_id)1.5 1
factor(worker_id)-1:factor(category_id)2.5 0.07
factor(worker_id)0:factor(category_id)2.5 1
factor(worker_id)1:factor(category_id)2.5 0.91
factor(worker_id)2:factor(category_id)2.5 0.01
factor(worker_id)-1:factor(category_id)3.5 0.74
factor(worker_id)0:factor(category_id)3.5 1
factor(worker_id)1:factor(category_id)3.5 1
factor(worker_id)2:factor(category_id)3.5 0.22
factor(worker_id)-1:factor(category_id)4.5 1
factor(worker_id)0:factor(category_id)4.5 1
factor(worker_id)1:factor(category_id)4.5 1
factor(worker_id)2:factor(category_id)4.5 0

Significant match effect number = 29 out of 36

worker=5, category=20

num_process = 10, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -12.222 0.347 -13.231 -12.255 -11.466
factor(worker_id)-1 100 0 1.895 0.497 0.568 1.894 3.383
factor(worker_id)0 100 0 2.575 0.485 1.675 2.619 3.761
factor(worker_id)1 100 0 2.681 0.485 1.556 2.730 3.873
factor(worker_id)2 100 0 4.307 0.456 3.092 4.338 5.656
factor(category_id)-8.5 100 0 2.092 0.480 1.011 2.085 3.271
factor(category_id)-7.5 100 0 2.319 0.446 1.247 2.311 3.722
factor(category_id)-6.5 100 0 3.280 0.443 1.897 3.301 4.469
factor(category_id)-5.5 100 0 3.750 0.469 2.747 3.742 4.766
factor(category_id)-4.5 100 0 6.066 0.426 5.085 6.035 7.104
factor(category_id)-3.5 100 0 6.499 0.469 5.452 6.481 8.262
factor(category_id)-2.5 100 0 7.857 0.438 6.710 7.794 8.959
factor(category_id)-1.5 100 0 9.562 0.410 8.544 9.578 10.523
factor(category_id)-0.5 100 0 8.628 0.491 7.512 8.649 9.853
factor(category_id)0.5 100 0 10.271 0.477 9.205 10.310 11.756
factor(category_id)1.5 100 0 11.888 0.453 10.851 11.877 13.001
factor(category_id)2.5 100 0 12.749 0.421 11.665 12.805 13.734
factor(category_id)3.5 100 0 14.656 0.478 13.503 14.706 15.613
factor(category_id)4.5 100 0 14.539 0.449 13.200 14.523 15.814
factor(category_id)5.5 100 0 15.871 0.490 14.307 15.899 17.253
factor(category_id)6.5 100 0 16.289 0.425 15.207 16.295 17.416
factor(category_id)7.5 100 0 18.761 0.475 17.466 18.760 19.660
factor(category_id)8.5 100 0 18.857 0.448 17.599 18.860 19.901
factor(category_id)9.5 100 0 19.650 0.485 18.475 19.673 20.849
factor(worker_id)-1:factor(category_id)-8.5 100 0 -2.042 0.726 -3.771 -2.089 -0.398
factor(worker_id)0:factor(category_id)-8.5 100 0 0.214 0.651 -1.277 0.294 2.017
factor(worker_id)1:factor(category_id)-8.5 100 0 0.840 0.662 -0.887 0.843 2.207
factor(worker_id)2:factor(category_id)-8.5 100 0 -1.082 0.691 -3.111 -1.111 0.395
factor(worker_id)-1:factor(category_id)-7.5 100 0 -0.216 0.640 -2.272 -0.119 1.423
factor(worker_id)0:factor(category_id)-7.5 100 0 -0.679 0.652 -2.516 -0.716 1.116
factor(worker_id)1:factor(category_id)-7.5 100 0 0.717 0.648 -0.849 0.627 1.896
factor(worker_id)2:factor(category_id)-7.5 100 0 1.122 0.632 -0.925 1.152 2.786
factor(worker_id)-1:factor(category_id)-6.5 100 0 -1.576 0.676 -3.236 -1.635 0.028
factor(worker_id)0:factor(category_id)-6.5 100 0 -1.328 0.603 -2.792 -1.386 0.032
factor(worker_id)1:factor(category_id)-6.5 100 0 0.700 0.649 -0.777 0.675 2.154
factor(worker_id)2:factor(category_id)-6.5 100 0 1.200 0.629 -0.219 1.232 2.775
factor(worker_id)-1:factor(category_id)-5.5 100 0 -0.824 0.625 -2.604 -0.819 0.753
factor(worker_id)0:factor(category_id)-5.5 100 0 -0.879 0.652 -2.573 -0.892 0.644
factor(worker_id)1:factor(category_id)-5.5 100 0 2.723 0.641 1.379 2.688 4.556
factor(worker_id)2:factor(category_id)-5.5 100 0 0.372 0.625 -0.971 0.396 1.870
factor(worker_id)-1:factor(category_id)-4.5 100 0 -2.355 0.638 -4.192 -2.350 -0.965
factor(worker_id)0:factor(category_id)-4.5 100 0 -1.462 0.586 -3.015 -1.471 -0.143
factor(worker_id)1:factor(category_id)-4.5 100 0 1.803 0.675 0.115 1.702 3.692
factor(worker_id)2:factor(category_id)-4.5 100 0 0.018 0.578 -1.381 -0.003 1.326
factor(worker_id)-1:factor(category_id)-3.5 100 0 -2.239 0.668 -4.453 -2.178 -0.684
factor(worker_id)0:factor(category_id)-3.5 100 0 -0.882 0.654 -3.241 -0.905 0.980
factor(worker_id)1:factor(category_id)-3.5 100 0 0.425 0.652 -1.174 0.447 1.951
factor(worker_id)2:factor(category_id)-3.5 100 0 0.326 0.644 -1.690 0.396 1.732
factor(worker_id)-1:factor(category_id)-2.5 100 0 -1.694 0.656 -3.108 -1.720 -0.289
factor(worker_id)0:factor(category_id)-2.5 100 0 -0.206 0.639 -2.405 -0.124 1.496
factor(worker_id)1:factor(category_id)-2.5 100 0 2.138 0.687 0.278 2.216 3.747
factor(worker_id)2:factor(category_id)-2.5 100 0 0.933 0.597 -1.429 0.902 2.524
factor(worker_id)-1:factor(category_id)-1.5 100 0 -1.203 0.589 -3.264 -1.208 0.344
factor(worker_id)0:factor(category_id)-1.5 100 0 -1.537 0.584 -3.287 -1.477 0.012
factor(worker_id)1:factor(category_id)-1.5 100 0 -0.377 0.670 -2.541 -0.350 1.366
factor(worker_id)2:factor(category_id)-1.5 100 0 -0.094 0.628 -1.631 -0.106 1.356
factor(worker_id)-1:factor(category_id)-0.5 100 0 1.918 0.647 0.388 1.900 3.606
factor(worker_id)0:factor(category_id)-0.5 100 0 0.481 0.595 -0.862 0.434 1.699
factor(worker_id)1:factor(category_id)-0.5 100 0 2.450 0.758 0.718 2.492 4.341
factor(worker_id)2:factor(category_id)-0.5 100 0 1.335 0.648 -0.262 1.309 2.950
factor(worker_id)-1:factor(category_id)0.5 100 0 -2.211 0.642 -4.109 -2.171 -0.618
factor(worker_id)0:factor(category_id)0.5 100 0 -0.222 0.615 -1.603 -0.184 1.199
factor(worker_id)1:factor(category_id)0.5 100 0 -0.154 0.715 -2.425 -0.031 1.993
factor(worker_id)2:factor(category_id)0.5 100 0 0.983 0.650 -0.787 0.923 2.781
factor(worker_id)-1:factor(category_id)1.5 100 0 -2.073 0.644 -3.672 -2.086 -0.281
factor(worker_id)0:factor(category_id)1.5 100 0 -0.460 0.642 -2.292 -0.459 0.747
factor(worker_id)1:factor(category_id)1.5 100 0 1.123 0.664 -0.242 1.211 2.856
factor(worker_id)2:factor(category_id)1.5 100 0 -2.185 0.565 -4.151 -2.228 -0.593
factor(worker_id)-1:factor(category_id)2.5 100 0 -1.126 0.659 -3.016 -1.129 0.780
factor(worker_id)0:factor(category_id)2.5 100 0 -1.769 0.663 -3.681 -1.815 -0.048
factor(worker_id)1:factor(category_id)2.5 100 0 -1.733 0.613 -3.274 -1.685 -0.498
factor(worker_id)2:factor(category_id)2.5 100 0 -1.096 0.602 -2.472 -1.036 0.205
factor(worker_id)-1:factor(category_id)3.5 100 0 -2.274 0.704 -4.025 -2.235 -0.586
factor(worker_id)0:factor(category_id)3.5 100 0 -2.910 0.630 -4.465 -2.866 -1.318
factor(worker_id)1:factor(category_id)3.5 100 0 -1.030 0.696 -2.692 -1.017 0.637
factor(worker_id)2:factor(category_id)3.5 100 0 -1.306 0.640 -2.920 -1.333 0.256
factor(worker_id)-1:factor(category_id)4.5 100 0 0.297 0.693 -1.666 0.296 2.100
factor(worker_id)0:factor(category_id)4.5 100 0 -0.018 0.666 -1.473 -0.041 1.575
factor(worker_id)1:factor(category_id)4.5 100 0 -1.786 0.633 -3.294 -1.775 -0.189
factor(worker_id)2:factor(category_id)4.5 100 0 0.279 0.656 -1.319 0.267 2.215
factor(worker_id)-1:factor(category_id)5.5 100 0 -0.726 0.649 -2.282 -0.712 1.441
factor(worker_id)0:factor(category_id)5.5 100 0 -0.639 0.646 -2.456 -0.646 0.827
factor(worker_id)1:factor(category_id)5.5 100 0 -1.852 0.712 -3.739 -1.904 0.226
factor(worker_id)2:factor(category_id)5.5 100 0 -0.130 0.725 -2.566 -0.087 2.045
factor(worker_id)-1:factor(category_id)6.5 100 0 0.039 0.659 -1.714 0.058 1.552
factor(worker_id)0:factor(category_id)6.5 100 0 0.367 0.656 -1.011 0.389 1.891
factor(worker_id)1:factor(category_id)6.5 100 0 2.172 0.552 0.591 2.179 3.316
factor(worker_id)2:factor(category_id)6.5 100 0 0.365 0.630 -1.280 0.361 1.698
factor(worker_id)-1:factor(category_id)7.5 100 0 -0.991 0.670 -2.512 -0.982 0.416
factor(worker_id)0:factor(category_id)7.5 100 0 -1.638 0.705 -3.121 -1.727 0.313
factor(worker_id)1:factor(category_id)7.5 100 0 -0.229 0.622 -1.991 -0.215 1.227
factor(worker_id)2:factor(category_id)7.5 100 0 -0.856 0.612 -2.123 -0.880 0.646
factor(worker_id)-1:factor(category_id)8.5 100 0 1.380 0.665 0.064 1.380 3.654
factor(worker_id)0:factor(category_id)8.5 100 0 0.417 0.641 -1.365 0.396 1.742
factor(worker_id)1:factor(category_id)8.5 100 0 -0.464 0.665 -1.887 -0.469 1.180
factor(worker_id)2:factor(category_id)8.5 100 0 -0.040 0.674 -1.988 -0.064 2.147
factor(worker_id)-1:factor(category_id)9.5 100 0 -1.842 0.697 -3.730 -1.852 -0.363
factor(worker_id)0:factor(category_id)9.5 100 0 -2.143 0.657 -4.039 -2.127 -0.715
factor(worker_id)1:factor(category_id)9.5 100 0 0.950 0.704 -0.691 0.952 2.994
factor(worker_id)2:factor(category_id)9.5 100 0 1.550 0.618 -0.683 1.565 3.322

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.492 0.347 -14.501 -13.525 -12.736
factor(worker_id)-1 100 0 1.145 0.497 -0.182 1.144 2.633
factor(worker_id)0 100 0 -1.076 0.485 -1.976 -1.033 0.110
factor(worker_id)1 100 0 -0.986 0.485 -2.111 -0.937 0.206
factor(worker_id)2 100 0 -0.347 0.456 -1.562 -0.316 1.002
factor(category_id)-8.5 100 0 -5.100 0.480 -6.182 -5.107 -3.922
factor(category_id)-7.5 100 0 -6.263 0.446 -7.335 -6.272 -4.860
factor(category_id)-6.5 100 0 -4.312 0.443 -5.695 -4.290 -3.123
factor(category_id)-5.5 100 0 -6.903 0.469 -7.906 -6.911 -5.887
factor(category_id)-4.5 100 0 -3.838 0.426 -4.820 -3.869 -2.800
factor(category_id)-3.5 100 0 -5.281 0.469 -6.328 -5.299 -3.518
factor(category_id)-2.5 100 0 -2.937 0.438 -4.084 -3.000 -1.835
factor(category_id)-1.5 100 0 -4.167 0.410 -5.185 -4.151 -3.206
factor(category_id)-0.5 100 0 -3.059 0.491 -4.175 -3.039 -1.835
factor(category_id)0.5 100 0 -4.040 0.477 -5.106 -4.000 -2.555
factor(category_id)1.5 100 0 -1.583 0.453 -2.620 -1.594 -0.471
factor(category_id)2.5 100 0 -2.009 0.421 -3.093 -1.954 -1.025
factor(category_id)3.5 100 0 -4.473 0.478 -5.626 -4.424 -3.516
factor(category_id)4.5 100 0 -4.734 0.449 -6.074 -4.751 -3.460
factor(category_id)5.5 100 0 -3.156 0.490 -4.720 -3.129 -1.774
factor(category_id)6.5 100 0 13.984 0.425 12.901 13.990 15.111

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.99
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 0.05
factor(worker_id)1:factor(category_id)-8.5 0.28
factor(worker_id)2:factor(category_id)-8.5 0
factor(worker_id)-1:factor(category_id)-7.5 0.01
factor(worker_id)0:factor(category_id)-7.5 0
factor(worker_id)1:factor(category_id)-7.5 0.27
factor(worker_id)2:factor(category_id)-7.5 0.44
factor(worker_id)-1:factor(category_id)-6.5 0
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 0.22
factor(worker_id)2:factor(category_id)-6.5 0.5
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 1
factor(worker_id)2:factor(category_id)-5.5 0.08
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0.8
factor(worker_id)2:factor(category_id)-4.5 0.01
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0.09
factor(worker_id)2:factor(category_id)-3.5 0.07
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0.01
factor(worker_id)1:factor(category_id)-2.5 0.91
factor(worker_id)2:factor(category_id)-2.5 0.28
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0.01
factor(worker_id)2:factor(category_id)-1.5 0.02
factor(worker_id)-1:factor(category_id)-0.5 0.84
factor(worker_id)0:factor(category_id)-0.5 0.1
factor(worker_id)1:factor(category_id)-0.5 0.93
factor(worker_id)2:factor(category_id)-0.5 0.58
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0.01
factor(worker_id)2:factor(category_id)0.5 0.33
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0.47
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 0.07
factor(worker_id)0:factor(category_id)4.5 0.06
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0.06
factor(worker_id)-1:factor(category_id)5.5 0.01
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0
factor(worker_id)2:factor(category_id)5.5 0.02
factor(worker_id)-1:factor(category_id)6.5 0.05
factor(worker_id)0:factor(category_id)6.5 0.12
factor(worker_id)1:factor(category_id)6.5 0.95
factor(worker_id)2:factor(category_id)6.5 0.07
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 0.58
factor(worker_id)0:factor(category_id)8.5 0.08
factor(worker_id)1:factor(category_id)8.5 0
factor(worker_id)2:factor(category_id)8.5 0.03
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0.3
factor(worker_id)2:factor(category_id)9.5 0.69

Significant match effect number = 5 out of 76

num_process = 20, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -10.876 0.242 -11.440 -10.887 -10.160
factor(worker_id)-1 100 0 0.004 0.307 -0.904 -0.021 0.795
factor(worker_id)0 100 0 2.566 0.325 1.850 2.562 3.354
factor(worker_id)1 100 0 2.508 0.335 1.691 2.535 3.183
factor(worker_id)2 100 0 3.242 0.351 2.293 3.279 4.069
factor(category_id)-8.5 100 0 0.347 0.320 -0.379 0.360 1.144
factor(category_id)-7.5 100 0 2.205 0.353 1.519 2.196 3.012
factor(category_id)-6.5 100 0 3.405 0.341 2.528 3.407 4.166
factor(category_id)-5.5 100 0 1.752 0.354 0.795 1.780 2.605
factor(category_id)-4.5 100 0 2.930 0.306 2.069 2.935 3.658
factor(category_id)-3.5 100 0 5.574 0.320 4.647 5.567 6.342
factor(category_id)-2.5 100 0 6.905 0.353 5.685 6.920 7.787
factor(category_id)-1.5 100 0 8.900 0.332 7.874 8.891 9.779
factor(category_id)-0.5 100 0 7.893 0.319 7.175 7.901 8.691
factor(category_id)0.5 100 0 9.466 0.331 8.553 9.485 10.190
factor(category_id)1.5 100 0 9.854 0.315 9.086 9.847 10.633
factor(category_id)2.5 100 0 11.595 0.324 10.768 11.601 12.379
factor(category_id)3.5 100 0 13.424 0.366 12.453 13.448 14.464
factor(category_id)4.5 100 0 14.506 0.363 12.879 14.532 15.283
factor(category_id)5.5 100 0 15.100 0.320 14.295 15.102 15.815
factor(category_id)6.5 100 0 15.315 0.318 14.589 15.314 16.284
factor(category_id)7.5 100 0 16.102 0.305 15.355 16.092 16.868
factor(category_id)8.5 100 0 16.983 0.305 16.213 17.010 17.719
factor(category_id)9.5 100 0 19.065 0.321 18.032 19.067 19.760
factor(worker_id)-1:factor(category_id)-8.5 100 0 0.358 0.356 -0.544 0.442 1.143
factor(worker_id)0:factor(category_id)-8.5 100 0 0.023 0.434 -1.179 0.052 1.043
factor(worker_id)1:factor(category_id)-8.5 100 0 -0.339 0.486 -1.425 -0.303 0.766
factor(worker_id)2:factor(category_id)-8.5 100 0 -0.597 0.487 -1.829 -0.598 0.577
factor(worker_id)-1:factor(category_id)-7.5 100 0 -1.357 0.455 -2.533 -1.363 -0.228
factor(worker_id)0:factor(category_id)-7.5 100 0 -1.451 0.473 -2.453 -1.452 -0.421
factor(worker_id)1:factor(category_id)-7.5 100 0 -0.306 0.496 -1.353 -0.270 0.777
factor(worker_id)2:factor(category_id)-7.5 100 0 -0.541 0.449 -1.528 -0.552 0.465
factor(worker_id)-1:factor(category_id)-6.5 100 0 0.961 0.475 -0.011 0.908 2.152
factor(worker_id)0:factor(category_id)-6.5 100 0 -0.009 0.408 -0.947 -0.020 0.951
factor(worker_id)1:factor(category_id)-6.5 100 0 -0.479 0.441 -1.501 -0.430 0.946
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.224 0.485 -1.393 -0.288 0.752
factor(worker_id)-1:factor(category_id)-5.5 100 0 3.013 0.431 1.995 2.987 4.014
factor(worker_id)0:factor(category_id)-5.5 100 0 -0.026 0.425 -1.316 -0.043 1.032
factor(worker_id)1:factor(category_id)-5.5 100 0 1.449 0.431 0.304 1.434 2.491
factor(worker_id)2:factor(category_id)-5.5 100 0 1.099 0.492 0.013 1.089 2.247
factor(worker_id)-1:factor(category_id)-4.5 100 0 1.617 0.420 0.537 1.611 2.936
factor(worker_id)0:factor(category_id)-4.5 100 0 1.017 0.408 0.042 1.004 2.155
factor(worker_id)1:factor(category_id)-4.5 100 0 1.611 0.413 0.440 1.582 2.433
factor(worker_id)2:factor(category_id)-4.5 100 0 1.041 0.461 0.017 0.986 2.021
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.825 0.456 -0.464 0.815 2.034
factor(worker_id)0:factor(category_id)-3.5 100 0 -1.345 0.398 -2.185 -1.335 -0.327
factor(worker_id)1:factor(category_id)-3.5 100 0 -0.530 0.460 -1.565 -0.585 0.432
factor(worker_id)2:factor(category_id)-3.5 100 0 0.613 0.448 -0.629 0.558 1.933
factor(worker_id)-1:factor(category_id)-2.5 100 0 -0.790 0.472 -1.919 -0.821 0.972
factor(worker_id)0:factor(category_id)-2.5 100 0 -3.695 0.450 -4.578 -3.726 -2.234
factor(worker_id)1:factor(category_id)-2.5 100 0 -0.202 0.478 -1.310 -0.260 1.093
factor(worker_id)2:factor(category_id)-2.5 100 0 2.597 0.521 1.310 2.553 3.763
factor(worker_id)-1:factor(category_id)-1.5 100 0 -0.137 0.412 -1.196 -0.151 0.771
factor(worker_id)0:factor(category_id)-1.5 100 0 -0.751 0.476 -1.797 -0.732 0.300
factor(worker_id)1:factor(category_id)-1.5 100 0 -0.480 0.440 -1.526 -0.432 0.638
factor(worker_id)2:factor(category_id)-1.5 100 0 -0.441 0.466 -1.537 -0.433 0.827
factor(worker_id)-1:factor(category_id)-0.5 100 0 3.053 0.485 1.375 3.065 4.242
factor(worker_id)0:factor(category_id)-0.5 100 0 -1.488 0.460 -2.634 -1.501 -0.453
factor(worker_id)1:factor(category_id)-0.5 100 0 2.602 0.455 1.730 2.610 3.501
factor(worker_id)2:factor(category_id)-0.5 100 0 1.244 0.489 0.216 1.185 2.573
factor(worker_id)-1:factor(category_id)0.5 100 0 0.654 0.438 -0.316 0.643 1.749
factor(worker_id)0:factor(category_id)0.5 100 0 0.043 0.453 -0.846 0.110 0.942
factor(worker_id)1:factor(category_id)0.5 100 0 0.396 0.438 -0.676 0.390 1.379
factor(worker_id)2:factor(category_id)0.5 100 0 0.792 0.452 -0.631 0.741 2.051
factor(worker_id)-1:factor(category_id)1.5 100 0 1.682 0.463 0.356 1.675 2.819
factor(worker_id)0:factor(category_id)1.5 100 0 0.449 0.419 -0.823 0.495 1.747
factor(worker_id)1:factor(category_id)1.5 100 0 0.362 0.446 -0.569 0.322 1.636
factor(worker_id)2:factor(category_id)1.5 100 0 0.598 0.481 -0.358 0.606 1.691
factor(worker_id)-1:factor(category_id)2.5 100 0 0.294 0.461 -1.000 0.298 1.329
factor(worker_id)0:factor(category_id)2.5 100 0 -1.726 0.434 -2.943 -1.737 -0.786
factor(worker_id)1:factor(category_id)2.5 100 0 -0.600 0.448 -1.873 -0.638 0.273
factor(worker_id)2:factor(category_id)2.5 100 0 1.382 0.462 -0.013 1.332 2.785
factor(worker_id)-1:factor(category_id)3.5 100 0 0.824 0.490 -0.811 0.845 1.927
factor(worker_id)0:factor(category_id)3.5 100 0 -1.265 0.504 -2.655 -1.325 -0.201
factor(worker_id)1:factor(category_id)3.5 100 0 -2.896 0.511 -4.343 -2.873 -1.885
factor(worker_id)2:factor(category_id)3.5 100 0 -0.927 0.503 -2.369 -0.955 0.554
factor(worker_id)-1:factor(category_id)4.5 100 0 -0.192 0.445 -1.048 -0.198 1.645
factor(worker_id)0:factor(category_id)4.5 100 0 -1.616 0.454 -2.939 -1.659 -0.264
factor(worker_id)1:factor(category_id)4.5 100 0 -1.295 0.490 -2.376 -1.302 0.278
factor(worker_id)2:factor(category_id)4.5 100 0 -0.208 0.480 -1.293 -0.229 1.470
factor(worker_id)-1:factor(category_id)5.5 100 0 0.544 0.387 -0.373 0.549 1.411
factor(worker_id)0:factor(category_id)5.5 100 0 -0.722 0.488 -1.976 -0.732 0.593
factor(worker_id)1:factor(category_id)5.5 100 0 0.705 0.443 -0.442 0.731 1.687
factor(worker_id)2:factor(category_id)5.5 100 0 1.967 0.470 1.090 1.957 3.500
factor(worker_id)-1:factor(category_id)6.5 100 0 2.679 0.437 1.753 2.624 3.807
factor(worker_id)0:factor(category_id)6.5 100 0 0.084 0.406 -0.875 0.083 0.794
factor(worker_id)1:factor(category_id)6.5 100 0 -0.068 0.436 -1.188 -0.126 0.850
factor(worker_id)2:factor(category_id)6.5 100 0 0.273 0.445 -0.704 0.228 1.248
factor(worker_id)-1:factor(category_id)7.5 100 0 -0.061 0.423 -1.194 -0.074 0.859
factor(worker_id)0:factor(category_id)7.5 100 0 -1.166 0.458 -2.574 -1.149 -0.211
factor(worker_id)1:factor(category_id)7.5 100 0 0.131 0.480 -1.090 0.175 1.248
factor(worker_id)2:factor(category_id)7.5 100 0 -0.577 0.507 -1.655 -0.493 0.566
factor(worker_id)-1:factor(category_id)8.5 100 0 2.288 0.422 1.293 2.282 3.208
factor(worker_id)0:factor(category_id)8.5 100 0 1.027 0.398 -0.070 0.984 1.813
factor(worker_id)1:factor(category_id)8.5 100 0 1.022 0.473 0.011 0.983 2.290
factor(worker_id)2:factor(category_id)8.5 100 0 1.155 0.463 0.280 1.195 2.284
factor(worker_id)-1:factor(category_id)9.5 100 0 1.115 0.451 0.009 1.097 2.187
factor(worker_id)0:factor(category_id)9.5 100 0 -2.244 0.466 -3.397 -2.251 -1.300
factor(worker_id)1:factor(category_id)9.5 100 0 0.553 0.466 -0.708 0.588 1.686
factor(worker_id)2:factor(category_id)9.5 100 0 1.269 0.491 0.025 1.240 2.448

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.525 0.242 -14.089 -13.535 -12.809
factor(worker_id)-1 100 0 -0.500 0.307 -1.408 -0.526 0.290
factor(worker_id)0 100 0 2.057 0.325 1.341 2.052 2.844
factor(worker_id)1 100 0 0.158 0.335 -0.659 0.185 0.833
factor(worker_id)2 100 0 -0.158 0.351 -1.107 -0.121 0.669
factor(category_id)-8.5 100 0 -3.327 0.320 -4.053 -3.315 -2.530
factor(category_id)-7.5 100 0 -2.850 0.353 -3.537 -2.859 -2.044
factor(category_id)-6.5 100 0 -2.139 0.341 -3.016 -2.137 -1.378
factor(category_id)-5.5 100 0 -5.437 0.354 -6.395 -5.410 -4.584
factor(category_id)-4.5 100 0 -5.961 0.306 -6.821 -5.955 -5.233
factor(category_id)-3.5 100 0 -5.444 0.320 -6.371 -5.451 -4.676
factor(category_id)-2.5 100 0 -3.427 0.353 -4.648 -3.413 -2.545
factor(category_id)-1.5 100 0 -1.786 0.332 -2.812 -1.795 -0.907
factor(category_id)-0.5 100 0 -3.596 0.319 -4.314 -3.588 -2.798
factor(category_id)0.5 100 0 -1.493 0.331 -2.406 -1.474 -0.770
factor(category_id)1.5 100 0 -3.830 0.315 -4.598 -3.837 -3.051
factor(category_id)2.5 100 0 -4.664 0.324 -5.491 -4.658 -3.880
factor(category_id)3.5 100 0 -2.330 0.366 -3.301 -2.306 -1.291
factor(category_id)4.5 100 0 -2.223 0.363 -3.851 -2.197 -1.446
factor(category_id)5.5 100 0 -3.386 0.320 -4.191 -3.384 -2.671
factor(category_id)6.5 100 0 14.254 0.318 13.528 14.253 15.223

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.03
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-8.5 0.21
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0.04
factor(worker_id)0:factor(category_id)-8.5 0.01
factor(worker_id)1:factor(category_id)-8.5 0
factor(worker_id)2:factor(category_id)-8.5 0
factor(worker_id)-1:factor(category_id)-7.5 0
factor(worker_id)0:factor(category_id)-7.5 0
factor(worker_id)1:factor(category_id)-7.5 0
factor(worker_id)2:factor(category_id)-7.5 0
factor(worker_id)-1:factor(category_id)-6.5 0.51
factor(worker_id)0:factor(category_id)-6.5 0.01
factor(worker_id)1:factor(category_id)-6.5 0.01
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 1
factor(worker_id)0:factor(category_id)-5.5 0.01
factor(worker_id)1:factor(category_id)-5.5 0.91
factor(worker_id)2:factor(category_id)-5.5 0.67
factor(worker_id)-1:factor(category_id)-4.5 0.95
factor(worker_id)0:factor(category_id)-4.5 0.6
factor(worker_id)1:factor(category_id)-4.5 0.95
factor(worker_id)2:factor(category_id)-4.5 0.58
factor(worker_id)-1:factor(category_id)-3.5 0.44
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0.24
factor(worker_id)-1:factor(category_id)-2.5 0.01
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0.01
factor(worker_id)2:factor(category_id)-2.5 1
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 1
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 1
factor(worker_id)2:factor(category_id)-0.5 0.78
factor(worker_id)-1:factor(category_id)0.5 0.29
factor(worker_id)0:factor(category_id)0.5 0.01
factor(worker_id)1:factor(category_id)0.5 0.16
factor(worker_id)2:factor(category_id)0.5 0.43
factor(worker_id)-1:factor(category_id)1.5 0.94
factor(worker_id)0:factor(category_id)1.5 0.14
factor(worker_id)1:factor(category_id)1.5 0.12
factor(worker_id)2:factor(category_id)1.5 0.25
factor(worker_id)-1:factor(category_id)2.5 0.08
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0.9
factor(worker_id)-1:factor(category_id)3.5 0.49
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 0.01
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0.01
factor(worker_id)-1:factor(category_id)5.5 0.22
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0.37
factor(worker_id)2:factor(category_id)5.5 1
factor(worker_id)-1:factor(category_id)6.5 1
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0.08
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0.06
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 1
factor(worker_id)0:factor(category_id)8.5 0.61
factor(worker_id)1:factor(category_id)8.5 0.59
factor(worker_id)2:factor(category_id)8.5 0.72
factor(worker_id)-1:factor(category_id)9.5 0.69
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0.22
factor(worker_id)2:factor(category_id)9.5 0.75

Significant match effect number = 12 out of 76

num_process = 30, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -12.125 0.179 -12.536 -12.131 -11.617
factor(worker_id)-1 100 0 -0.002 0.250 -0.623 0.023 0.623
factor(worker_id)0 100 0 3.788 0.274 3.048 3.819 4.434
factor(worker_id)1 100 0 2.355 0.250 1.754 2.383 2.944
factor(worker_id)2 100 0 4.419 0.261 3.813 4.400 5.047
factor(category_id)-8.5 100 0 1.374 0.247 0.720 1.401 1.924
factor(category_id)-7.5 100 0 3.481 0.262 2.916 3.472 4.078
factor(category_id)-6.5 100 0 2.455 0.242 1.829 2.447 3.164
factor(category_id)-5.5 100 0 2.736 0.246 2.211 2.722 3.472
factor(category_id)-4.5 100 0 5.141 0.243 4.644 5.130 5.707
factor(category_id)-3.5 100 0 6.736 0.273 5.979 6.734 7.387
factor(category_id)-2.5 100 0 6.906 0.273 6.280 6.918 7.583
factor(category_id)-1.5 100 0 10.343 0.235 9.615 10.344 10.985
factor(category_id)-0.5 100 0 8.728 0.236 8.111 8.753 9.321
factor(category_id)0.5 100 0 10.426 0.242 9.808 10.434 11.161
factor(category_id)1.5 100 0 12.294 0.224 11.697 12.290 12.821
factor(category_id)2.5 100 0 12.709 0.258 12.098 12.679 13.510
factor(category_id)3.5 100 0 11.534 0.257 10.784 11.541 12.188
factor(category_id)4.5 100 0 14.297 0.261 13.663 14.298 14.930
factor(category_id)5.5 100 0 14.447 0.272 13.526 14.461 15.265
factor(category_id)6.5 100 0 16.314 0.250 15.696 16.311 16.943
factor(category_id)7.5 100 0 18.289 0.270 17.760 18.312 18.913
factor(category_id)8.5 100 0 16.543 0.242 15.947 16.524 16.994
factor(category_id)9.5 100 0 20.604 0.235 20.079 20.613 21.180
factor(worker_id)-1:factor(category_id)-8.5 100 0 2.103 0.360 1.203 2.044 3.202
factor(worker_id)0:factor(category_id)-8.5 100 0 -2.028 0.389 -2.819 -2.070 -1.102
factor(worker_id)1:factor(category_id)-8.5 100 0 2.215 0.359 1.388 2.189 3.157
factor(worker_id)2:factor(category_id)-8.5 100 0 -0.144 0.372 -1.519 -0.196 0.839
factor(worker_id)-1:factor(category_id)-7.5 100 0 0.214 0.366 -0.734 0.234 1.238
factor(worker_id)0:factor(category_id)-7.5 100 0 -2.023 0.359 -2.957 -2.022 -1.360
factor(worker_id)1:factor(category_id)-7.5 100 0 0.856 0.364 -0.179 0.865 1.623
factor(worker_id)2:factor(category_id)-7.5 100 0 -1.155 0.369 -2.302 -1.125 -0.317
factor(worker_id)-1:factor(category_id)-6.5 100 0 2.114 0.317 1.362 2.121 2.966
factor(worker_id)0:factor(category_id)-6.5 100 0 -0.533 0.377 -1.347 -0.521 0.313
factor(worker_id)1:factor(category_id)-6.5 100 0 2.878 0.364 1.923 2.836 3.819
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.186 0.372 -0.915 -0.170 0.719
factor(worker_id)-1:factor(category_id)-5.5 100 0 2.752 0.343 1.900 2.741 3.620
factor(worker_id)0:factor(category_id)-5.5 100 0 0.628 0.384 -0.220 0.615 1.501
factor(worker_id)1:factor(category_id)-5.5 100 0 3.280 0.373 2.548 3.294 4.391
factor(worker_id)2:factor(category_id)-5.5 100 0 2.853 0.368 1.664 2.853 3.579
factor(worker_id)-1:factor(category_id)-4.5 100 0 1.332 0.361 0.529 1.337 2.236
factor(worker_id)0:factor(category_id)-4.5 100 0 -1.480 0.363 -2.652 -1.483 -0.690
factor(worker_id)1:factor(category_id)-4.5 100 0 0.592 0.334 -0.316 0.603 1.493
factor(worker_id)2:factor(category_id)-4.5 100 0 1.837 0.379 1.039 1.825 2.676
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.898 0.385 0.134 0.895 1.959
factor(worker_id)0:factor(category_id)-3.5 100 0 -2.771 0.400 -3.929 -2.777 -1.835
factor(worker_id)1:factor(category_id)-3.5 100 0 0.429 0.385 -0.573 0.450 1.309
factor(worker_id)2:factor(category_id)-3.5 100 0 -1.787 0.397 -3.078 -1.771 -0.886
factor(worker_id)-1:factor(category_id)-2.5 100 0 1.274 0.364 0.435 1.237 2.265
factor(worker_id)0:factor(category_id)-2.5 100 0 -1.639 0.381 -2.697 -1.693 -0.823
factor(worker_id)1:factor(category_id)-2.5 100 0 2.660 0.367 1.711 2.660 3.507
factor(worker_id)2:factor(category_id)-2.5 100 0 0.601 0.387 -0.240 0.579 1.624
factor(worker_id)-1:factor(category_id)-1.5 100 0 -0.801 0.404 -1.644 -0.803 0.599
factor(worker_id)0:factor(category_id)-1.5 100 0 -3.266 0.399 -4.216 -3.281 -2.104
factor(worker_id)1:factor(category_id)-1.5 100 0 0.553 0.322 -0.096 0.548 1.550
factor(worker_id)2:factor(category_id)-1.5 100 0 -2.230 0.348 -3.046 -2.246 -1.291
factor(worker_id)-1:factor(category_id)-0.5 100 0 3.179 0.342 2.380 3.157 3.904
factor(worker_id)0:factor(category_id)-0.5 100 0 -1.147 0.365 -2.157 -1.121 -0.242
factor(worker_id)1:factor(category_id)-0.5 100 0 3.093 0.371 2.139 3.068 3.945
factor(worker_id)2:factor(category_id)-0.5 100 0 0.374 0.397 -0.524 0.367 1.289
factor(worker_id)-1:factor(category_id)0.5 100 0 2.378 0.311 1.766 2.353 3.335
factor(worker_id)0:factor(category_id)0.5 100 0 -2.018 0.387 -3.033 -2.022 -1.094
factor(worker_id)1:factor(category_id)0.5 100 0 1.213 0.350 0.018 1.226 2.103
factor(worker_id)2:factor(category_id)0.5 100 0 1.096 0.363 0.381 1.065 2.141
factor(worker_id)-1:factor(category_id)1.5 100 0 2.265 0.324 1.425 2.259 2.983
factor(worker_id)0:factor(category_id)1.5 100 0 -5.103 0.355 -6.110 -5.103 -4.093
factor(worker_id)1:factor(category_id)1.5 100 0 1.282 0.341 0.480 1.296 2.033
factor(worker_id)2:factor(category_id)1.5 100 0 -2.142 0.323 -2.887 -2.139 -1.497
factor(worker_id)-1:factor(category_id)2.5 100 0 0.796 0.356 -0.071 0.817 1.713
factor(worker_id)0:factor(category_id)2.5 100 0 -1.780 0.374 -2.861 -1.793 -0.693
factor(worker_id)1:factor(category_id)2.5 100 0 -0.164 0.347 -1.002 -0.125 0.711
factor(worker_id)2:factor(category_id)2.5 100 0 0.035 0.404 -1.156 0.069 1.023
factor(worker_id)-1:factor(category_id)3.5 100 0 3.778 0.386 2.972 3.759 4.586
factor(worker_id)0:factor(category_id)3.5 100 0 2.178 0.341 1.316 2.207 3.093
factor(worker_id)1:factor(category_id)3.5 100 0 3.703 0.347 2.942 3.733 4.482
factor(worker_id)2:factor(category_id)3.5 100 0 3.263 0.377 2.339 3.292 4.075
factor(worker_id)-1:factor(category_id)4.5 100 0 2.863 0.355 1.914 2.846 3.855
factor(worker_id)0:factor(category_id)4.5 100 0 -2.715 0.341 -3.435 -2.742 -1.963
factor(worker_id)1:factor(category_id)4.5 100 0 0.477 0.347 -0.435 0.497 1.506
factor(worker_id)2:factor(category_id)4.5 100 0 -0.671 0.349 -1.516 -0.683 0.393
factor(worker_id)-1:factor(category_id)5.5 100 0 1.633 0.337 0.728 1.619 3.029
factor(worker_id)0:factor(category_id)5.5 100 0 -1.825 0.399 -2.715 -1.852 -0.812
factor(worker_id)1:factor(category_id)5.5 100 0 0.518 0.366 -0.396 0.463 1.510
factor(worker_id)2:factor(category_id)5.5 100 0 -0.606 0.386 -1.595 -0.635 0.527
factor(worker_id)-1:factor(category_id)6.5 100 0 0.832 0.376 -0.294 0.850 1.740
factor(worker_id)0:factor(category_id)6.5 100 0 -2.957 0.363 -3.731 -2.942 -2.077
factor(worker_id)1:factor(category_id)6.5 100 0 1.756 0.387 0.926 1.718 2.690
factor(worker_id)2:factor(category_id)6.5 100 0 -0.239 0.352 -1.108 -0.201 0.763
factor(worker_id)-1:factor(category_id)7.5 100 0 -2.103 0.390 -3.151 -2.094 -1.267
factor(worker_id)0:factor(category_id)7.5 100 0 -3.258 0.372 -4.058 -3.289 -2.369
factor(worker_id)1:factor(category_id)7.5 100 0 1.418 0.336 0.383 1.431 2.287
factor(worker_id)2:factor(category_id)7.5 100 0 0.938 0.371 0.000 0.925 1.799
factor(worker_id)-1:factor(category_id)8.5 100 0 3.730 0.342 2.998 3.702 4.533
factor(worker_id)0:factor(category_id)8.5 100 0 0.258 0.389 -0.715 0.265 1.108
factor(worker_id)1:factor(category_id)8.5 100 0 2.775 0.329 2.076 2.760 3.700
factor(worker_id)2:factor(category_id)8.5 100 0 3.088 0.350 2.163 3.105 3.937
factor(worker_id)-1:factor(category_id)9.5 100 0 -0.306 0.318 -1.279 -0.304 0.846
factor(worker_id)0:factor(category_id)9.5 100 0 -1.885 0.365 -2.721 -1.891 -1.095
factor(worker_id)1:factor(category_id)9.5 100 0 -2.124 0.329 -2.751 -2.175 -1.224
factor(worker_id)2:factor(category_id)9.5 100 0 -3.505 0.353 -4.409 -3.523 -2.651

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.475 0.179 -13.886 -13.482 -12.967
factor(worker_id)-1 100 0 -0.364 0.250 -0.985 -0.339 0.261
factor(worker_id)0 100 0 -0.177 0.274 -0.917 -0.146 0.469
factor(worker_id)1 100 0 -2.329 0.250 -2.931 -2.301 -1.741
factor(worker_id)2 100 0 -1.316 0.261 -1.922 -1.335 -0.688
factor(category_id)-8.5 100 0 -5.006 0.247 -5.661 -4.980 -4.456
factor(category_id)-7.5 100 0 -2.642 0.262 -3.207 -2.652 -2.045
factor(category_id)-6.5 100 0 -5.119 0.242 -5.745 -5.127 -4.410
factor(category_id)-5.5 100 0 -7.194 0.246 -7.719 -7.208 -6.458
factor(category_id)-4.5 100 0 -6.140 0.243 -6.637 -6.150 -5.574
factor(category_id)-3.5 100 0 -5.453 0.273 -6.209 -5.454 -4.801
factor(category_id)-2.5 100 0 -5.096 0.273 -5.723 -5.085 -4.420
factor(category_id)-1.5 100 0 -3.628 0.235 -4.356 -3.627 -2.986
factor(category_id)-0.5 100 0 -4.217 0.236 -4.834 -4.192 -3.624
factor(category_id)0.5 100 0 -5.199 0.242 -5.817 -5.191 -4.465
factor(category_id)1.5 100 0 -2.873 0.224 -3.470 -2.877 -2.347
factor(category_id)2.5 100 0 -2.657 0.258 -3.269 -2.687 -1.856
factor(category_id)3.5 100 0 -6.896 0.257 -7.645 -6.888 -6.241
factor(category_id)4.5 100 0 -5.787 0.261 -6.422 -5.787 -5.155
factor(category_id)5.5 100 0 -5.250 0.272 -6.171 -5.236 -4.432
factor(category_id)6.5 100 0 16.488 0.250 15.870 16.485 17.117

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.01
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)-8.5 1
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 1
factor(worker_id)2:factor(category_id)-8.5 0.01
factor(worker_id)-1:factor(category_id)-7.5 0.06
factor(worker_id)0:factor(category_id)-7.5 0
factor(worker_id)1:factor(category_id)-7.5 0.66
factor(worker_id)2:factor(category_id)-7.5 0
factor(worker_id)-1:factor(category_id)-6.5 1
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 1
factor(worker_id)2:factor(category_id)-6.5 0.01
factor(worker_id)-1:factor(category_id)-5.5 1
factor(worker_id)0:factor(category_id)-5.5 0.37
factor(worker_id)1:factor(category_id)-5.5 1
factor(worker_id)2:factor(category_id)-5.5 1
factor(worker_id)-1:factor(category_id)-4.5 0.96
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0.35
factor(worker_id)2:factor(category_id)-4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0.66
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0.19
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0.94
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 1
factor(worker_id)2:factor(category_id)-2.5 0.32
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0.3
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 1
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 1
factor(worker_id)2:factor(category_id)-0.5 0.19
factor(worker_id)-1:factor(category_id)0.5 1
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0.93
factor(worker_id)2:factor(category_id)0.5 0.88
factor(worker_id)-1:factor(category_id)1.5 1
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0.95
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0.64
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0.05
factor(worker_id)-1:factor(category_id)3.5 1
factor(worker_id)0:factor(category_id)3.5 1
factor(worker_id)1:factor(category_id)3.5 1
factor(worker_id)2:factor(category_id)3.5 1
factor(worker_id)-1:factor(category_id)4.5 1
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0.23
factor(worker_id)2:factor(category_id)4.5 0
factor(worker_id)-1:factor(category_id)5.5 1
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0.24
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 0.62
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 1
factor(worker_id)2:factor(category_id)6.5 0.01
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0.99
factor(worker_id)2:factor(category_id)7.5 0.72
factor(worker_id)-1:factor(category_id)8.5 1
factor(worker_id)0:factor(category_id)8.5 0.11
factor(worker_id)1:factor(category_id)8.5 1
factor(worker_id)2:factor(category_id)8.5 1
factor(worker_id)-1:factor(category_id)9.5 0.01
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 0

Significant match effect number = 29 out of 76

num_process = 40, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -12.184 0.156 -12.522 -12.206 -11.689
factor(worker_id)-1 100 0 1.458 0.210 0.877 1.483 2.015
factor(worker_id)0 100 0 3.633 0.217 2.938 3.650 4.122
factor(worker_id)1 100 0 2.080 0.203 1.466 2.083 2.488
factor(worker_id)2 100 0 3.259 0.226 2.707 3.261 3.752
factor(category_id)-8.5 100 0 1.106 0.263 0.485 1.124 1.662
factor(category_id)-7.5 100 0 1.849 0.246 1.146 1.861 2.408
factor(category_id)-6.5 100 0 4.940 0.228 4.265 4.954 5.422
factor(category_id)-5.5 100 0 5.827 0.237 5.136 5.861 6.370
factor(category_id)-4.5 100 0 4.877 0.238 4.080 4.890 5.447
factor(category_id)-3.5 100 0 5.715 0.221 4.993 5.727 6.155
factor(category_id)-2.5 100 0 8.117 0.230 7.490 8.140 8.615
factor(category_id)-1.5 100 0 10.558 0.214 9.943 10.547 11.120
factor(category_id)-0.5 100 0 8.465 0.200 7.876 8.463 8.925
factor(category_id)0.5 100 0 8.983 0.203 8.291 8.971 9.350
factor(category_id)1.5 100 0 11.000 0.202 10.411 10.993 11.485
factor(category_id)2.5 100 0 12.959 0.207 12.432 12.963 13.448
factor(category_id)3.5 100 0 14.410 0.246 13.742 14.398 14.947
factor(category_id)4.5 100 0 13.792 0.223 13.023 13.818 14.282
factor(category_id)5.5 100 0 15.798 0.224 15.049 15.825 16.288
factor(category_id)6.5 100 0 16.765 0.235 16.180 16.781 17.332
factor(category_id)7.5 100 0 17.709 0.217 17.240 17.718 18.407
factor(category_id)8.5 100 0 21.256 0.225 20.491 21.272 21.769
factor(category_id)9.5 100 0 19.638 0.242 18.882 19.638 20.325
factor(worker_id)-1:factor(category_id)-8.5 100 0 -0.016 0.334 -0.876 -0.069 0.759
factor(worker_id)0:factor(category_id)-8.5 100 0 0.018 0.341 -0.910 -0.025 0.862
factor(worker_id)1:factor(category_id)-8.5 100 0 1.369 0.346 0.502 1.384 2.192
factor(worker_id)2:factor(category_id)-8.5 100 0 0.935 0.357 0.180 0.923 1.769
factor(worker_id)-1:factor(category_id)-7.5 100 0 2.307 0.339 1.330 2.305 3.080
factor(worker_id)0:factor(category_id)-7.5 100 0 -0.890 0.336 -1.561 -0.902 0.053
factor(worker_id)1:factor(category_id)-7.5 100 0 1.183 0.319 0.392 1.182 1.953
factor(worker_id)2:factor(category_id)-7.5 100 0 1.159 0.280 0.551 1.134 1.822
factor(worker_id)-1:factor(category_id)-6.5 100 0 -1.752 0.296 -2.387 -1.754 -0.991
factor(worker_id)0:factor(category_id)-6.5 100 0 -0.626 0.312 -1.532 -0.619 0.563
factor(worker_id)1:factor(category_id)-6.5 100 0 1.160 0.295 0.592 1.135 2.163
factor(worker_id)2:factor(category_id)-6.5 100 0 -2.196 0.336 -2.957 -2.263 -1.262
factor(worker_id)-1:factor(category_id)-5.5 100 0 -3.361 0.319 -4.057 -3.373 -2.634
factor(worker_id)0:factor(category_id)-5.5 100 0 -3.188 0.306 -3.969 -3.189 -2.230
factor(worker_id)1:factor(category_id)-5.5 100 0 -0.161 0.315 -0.802 -0.167 0.628
factor(worker_id)2:factor(category_id)-5.5 100 0 1.230 0.320 0.514 1.226 2.196
factor(worker_id)-1:factor(category_id)-4.5 100 0 2.441 0.299 1.676 2.428 3.332
factor(worker_id)0:factor(category_id)-4.5 100 0 -3.048 0.287 -3.833 -3.064 -2.387
factor(worker_id)1:factor(category_id)-4.5 100 0 1.691 0.336 0.965 1.723 2.908
factor(worker_id)2:factor(category_id)-4.5 100 0 2.313 0.367 1.536 2.290 3.406
factor(worker_id)-1:factor(category_id)-3.5 100 0 1.462 0.291 0.844 1.461 2.339
factor(worker_id)0:factor(category_id)-3.5 100 0 -2.366 0.336 -3.108 -2.356 -1.599
factor(worker_id)1:factor(category_id)-3.5 100 0 2.005 0.338 1.261 1.995 3.063
factor(worker_id)2:factor(category_id)-3.5 100 0 2.076 0.294 1.528 2.074 2.913
factor(worker_id)-1:factor(category_id)-2.5 100 0 -1.480 0.328 -2.400 -1.488 -0.725
factor(worker_id)0:factor(category_id)-2.5 100 0 -1.568 0.329 -2.361 -1.626 -0.838
factor(worker_id)1:factor(category_id)-2.5 100 0 1.227 0.300 0.551 1.262 1.917
factor(worker_id)2:factor(category_id)-2.5 100 0 2.620 0.319 1.829 2.627 3.635
factor(worker_id)-1:factor(category_id)-1.5 100 0 -2.168 0.290 -3.053 -2.163 -1.370
factor(worker_id)0:factor(category_id)-1.5 100 0 -2.868 0.280 -3.523 -2.866 -1.866
factor(worker_id)1:factor(category_id)-1.5 100 0 -3.651 0.308 -4.645 -3.599 -2.781
factor(worker_id)2:factor(category_id)-1.5 100 0 -1.920 0.316 -2.726 -1.892 -1.267
factor(worker_id)-1:factor(category_id)-0.5 100 0 0.911 0.323 0.247 0.937 1.804
factor(worker_id)0:factor(category_id)-0.5 100 0 -1.621 0.287 -2.432 -1.629 -1.019
factor(worker_id)1:factor(category_id)-0.5 100 0 0.810 0.297 0.180 0.808 1.703
factor(worker_id)2:factor(category_id)-0.5 100 0 2.065 0.320 1.271 2.094 2.806
factor(worker_id)-1:factor(category_id)0.5 100 0 0.828 0.291 0.157 0.844 1.597
factor(worker_id)0:factor(category_id)0.5 100 0 0.500 0.263 -0.163 0.513 1.086
factor(worker_id)1:factor(category_id)0.5 100 0 3.004 0.251 2.339 2.992 3.723
factor(worker_id)2:factor(category_id)0.5 100 0 2.367 0.296 1.728 2.379 3.222
factor(worker_id)-1:factor(category_id)1.5 100 0 -1.073 0.257 -1.739 -1.062 -0.473
factor(worker_id)0:factor(category_id)1.5 100 0 -2.125 0.311 -2.882 -2.115 -1.348
factor(worker_id)1:factor(category_id)1.5 100 0 1.223 0.291 0.535 1.243 1.973
factor(worker_id)2:factor(category_id)1.5 100 0 1.269 0.301 0.464 1.242 1.902
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.130 0.274 -0.765 -0.092 0.528
factor(worker_id)0:factor(category_id)2.5 100 0 -1.371 0.303 -2.183 -1.383 -0.736
factor(worker_id)1:factor(category_id)2.5 100 0 -0.742 0.292 -1.585 -0.748 0.020
factor(worker_id)2:factor(category_id)2.5 100 0 0.219 0.296 -0.367 0.211 0.917
factor(worker_id)-1:factor(category_id)3.5 100 0 -1.774 0.353 -2.620 -1.788 -0.903
factor(worker_id)0:factor(category_id)3.5 100 0 -2.824 0.325 -3.551 -2.811 -2.072
factor(worker_id)1:factor(category_id)3.5 100 0 0.183 0.317 -0.624 0.135 0.823
factor(worker_id)2:factor(category_id)3.5 100 0 0.126 0.316 -0.528 0.126 0.800
factor(worker_id)-1:factor(category_id)4.5 100 0 0.733 0.280 0.112 0.701 1.545
factor(worker_id)0:factor(category_id)4.5 100 0 -1.526 0.309 -2.258 -1.548 -0.693
factor(worker_id)1:factor(category_id)4.5 100 0 3.130 0.311 2.378 3.129 4.107
factor(worker_id)2:factor(category_id)4.5 100 0 1.878 0.314 0.988 1.852 2.690
factor(worker_id)-1:factor(category_id)5.5 100 0 -0.507 0.296 -1.334 -0.503 0.395
factor(worker_id)0:factor(category_id)5.5 100 0 -0.956 0.321 -1.500 -0.984 -0.224
factor(worker_id)1:factor(category_id)5.5 100 0 0.857 0.295 0.239 0.847 1.796
factor(worker_id)2:factor(category_id)5.5 100 0 1.183 0.343 0.240 1.174 2.137
factor(worker_id)-1:factor(category_id)6.5 100 0 -1.568 0.277 -2.216 -1.532 -0.747
factor(worker_id)0:factor(category_id)6.5 100 0 -1.962 0.321 -2.816 -1.938 -1.268
factor(worker_id)1:factor(category_id)6.5 100 0 1.519 0.304 0.893 1.510 2.313
factor(worker_id)2:factor(category_id)6.5 100 0 0.091 0.339 -0.737 0.089 0.901
factor(worker_id)-1:factor(category_id)7.5 100 0 -1.077 0.312 -1.804 -1.061 -0.362
factor(worker_id)0:factor(category_id)7.5 100 0 -1.415 0.276 -1.972 -1.436 -0.695
factor(worker_id)1:factor(category_id)7.5 100 0 0.546 0.294 -0.296 0.518 1.144
factor(worker_id)2:factor(category_id)7.5 100 0 1.218 0.310 0.538 1.186 1.847
factor(worker_id)-1:factor(category_id)8.5 100 0 -2.227 0.313 -2.867 -2.229 -1.631
factor(worker_id)0:factor(category_id)8.5 100 0 -4.439 0.331 -5.130 -4.434 -3.367
factor(worker_id)1:factor(category_id)8.5 100 0 0.121 0.302 -0.467 0.109 0.952
factor(worker_id)2:factor(category_id)8.5 100 0 -1.347 0.340 -2.172 -1.320 -0.525
factor(worker_id)-1:factor(category_id)9.5 100 0 -0.986 0.312 -1.851 -0.990 -0.153
factor(worker_id)0:factor(category_id)9.5 100 0 -0.998 0.353 -1.979 -0.993 0.183
factor(worker_id)1:factor(category_id)9.5 100 0 1.795 0.276 1.045 1.806 2.367
factor(worker_id)2:factor(category_id)9.5 100 0 1.098 0.362 0.227 1.096 2.009

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.504 0.156 -13.841 -13.526 -13.009
factor(worker_id)-1 100 0 1.392 0.210 0.811 1.417 1.949
factor(worker_id)0 100 0 1.062 0.217 0.368 1.080 1.552
factor(worker_id)1 100 0 -1.024 0.203 -1.638 -1.021 -0.616
factor(worker_id)2 100 0 -2.913 0.226 -3.465 -2.911 -2.420
factor(category_id)-8.5 100 0 -4.631 0.263 -5.252 -4.613 -4.074
factor(category_id)-7.5 100 0 -4.809 0.246 -5.512 -4.797 -4.250
factor(category_id)-6.5 100 0 -2.838 0.228 -3.514 -2.825 -2.356
factor(category_id)-5.5 100 0 -3.590 0.237 -4.281 -3.557 -3.047
factor(category_id)-4.5 100 0 -2.089 0.238 -2.886 -2.076 -1.519
factor(category_id)-3.5 100 0 -3.623 0.221 -4.344 -3.611 -3.182
factor(category_id)-2.5 100 0 -3.941 0.230 -4.568 -3.918 -3.443
factor(category_id)-1.5 100 0 -1.746 0.214 -2.361 -1.756 -1.183
factor(category_id)-0.5 100 0 -3.822 0.200 -4.410 -3.823 -3.362
factor(category_id)0.5 100 0 -5.700 0.203 -6.392 -5.711 -5.332
factor(category_id)1.5 100 0 -6.006 0.202 -6.594 -6.013 -5.521
factor(category_id)2.5 100 0 -3.749 0.207 -4.276 -3.744 -3.259
factor(category_id)3.5 100 0 -3.944 0.246 -4.612 -3.956 -3.407
factor(category_id)4.5 100 0 -4.555 0.223 -5.324 -4.529 -4.065
factor(category_id)5.5 100 0 -5.667 0.224 -6.415 -5.640 -5.177
factor(category_id)6.5 100 0 14.238 0.235 13.654 14.255 14.805

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0.03
factor(worker_id)0:factor(category_id)-8.5 0.04
factor(worker_id)1:factor(category_id)-8.5 0.98
factor(worker_id)2:factor(category_id)-8.5 0.81
factor(worker_id)-1:factor(category_id)-7.5 1
factor(worker_id)0:factor(category_id)-7.5 0
factor(worker_id)1:factor(category_id)-7.5 0.96
factor(worker_id)2:factor(category_id)-7.5 0.95
factor(worker_id)-1:factor(category_id)-6.5 0
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 0.99
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 0.01
factor(worker_id)2:factor(category_id)-5.5 0.97
factor(worker_id)-1:factor(category_id)-4.5 1
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 1
factor(worker_id)2:factor(category_id)-4.5 1
factor(worker_id)-1:factor(category_id)-3.5 1
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 1
factor(worker_id)2:factor(category_id)-3.5 1
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0.99
factor(worker_id)2:factor(category_id)-2.5 1
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 0.82
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0.75
factor(worker_id)2:factor(category_id)-0.5 1
factor(worker_id)-1:factor(category_id)0.5 0.77
factor(worker_id)0:factor(category_id)0.5 0.3
factor(worker_id)1:factor(category_id)0.5 1
factor(worker_id)2:factor(category_id)0.5 1
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0.99
factor(worker_id)2:factor(category_id)1.5 0.99
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0.12
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0.1
factor(worker_id)2:factor(category_id)3.5 0.06
factor(worker_id)-1:factor(category_id)4.5 0.65
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 1
factor(worker_id)2:factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0.81
factor(worker_id)2:factor(category_id)5.5 0.96
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 1
factor(worker_id)2:factor(category_id)6.5 0.05
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0.4
factor(worker_id)2:factor(category_id)7.5 0.96
factor(worker_id)-1:factor(category_id)8.5 0
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 0.04
factor(worker_id)2:factor(category_id)8.5 0
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 1
factor(worker_id)2:factor(category_id)9.5 0.91

Significant match effect number = 29 out of 76

num_process = 50, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -11.636 0.127 -11.978 -11.619 -11.369
factor(worker_id)-1 100 0 1.758 0.195 1.239 1.776 2.260
factor(worker_id)0 100 0 3.451 0.183 3.077 3.463 4.017
factor(worker_id)1 100 0 4.165 0.180 3.681 4.153 4.625
factor(worker_id)2 100 0 5.086 0.198 4.548 5.095 5.520
factor(category_id)-8.5 100 0 0.728 0.172 0.299 0.737 1.116
factor(category_id)-7.5 100 0 1.527 0.205 1.089 1.521 1.990
factor(category_id)-6.5 100 0 2.964 0.169 2.364 2.974 3.400
factor(category_id)-5.5 100 0 4.217 0.186 3.770 4.211 4.613
factor(category_id)-4.5 100 0 7.092 0.193 6.465 7.088 7.631
factor(category_id)-3.5 100 0 4.335 0.194 3.832 4.315 4.762
factor(category_id)-2.5 100 0 7.456 0.183 7.067 7.448 7.907
factor(category_id)-1.5 100 0 6.981 0.189 6.529 6.982 7.406
factor(category_id)-0.5 100 0 7.611 0.188 7.118 7.607 8.082
factor(category_id)0.5 100 0 10.224 0.176 9.812 10.209 10.623
factor(category_id)1.5 100 0 11.385 0.189 10.845 11.405 11.856
factor(category_id)2.5 100 0 11.420 0.178 10.903 11.397 11.877
factor(category_id)3.5 100 0 14.882 0.188 14.355 14.858 15.338
factor(category_id)4.5 100 0 13.067 0.188 12.630 13.047 13.501
factor(category_id)5.5 100 0 16.950 0.189 16.484 16.965 17.374
factor(category_id)6.5 100 0 16.079 0.193 15.416 16.062 16.600
factor(category_id)7.5 100 0 18.251 0.204 17.722 18.263 18.787
factor(category_id)8.5 100 0 17.900 0.183 17.444 17.885 18.318
factor(category_id)9.5 100 0 17.776 0.196 17.376 17.762 18.164
factor(worker_id)-1:factor(category_id)-8.5 100 0 -1.472 0.278 -2.045 -1.462 -0.794
factor(worker_id)0:factor(category_id)-8.5 100 0 -1.531 0.252 -2.069 -1.568 -0.997
factor(worker_id)1:factor(category_id)-8.5 100 0 0.262 0.229 -0.232 0.263 0.958
factor(worker_id)2:factor(category_id)-8.5 100 0 0.044 0.275 -0.677 0.055 0.624
factor(worker_id)-1:factor(category_id)-7.5 100 0 -0.904 0.281 -1.747 -0.898 -0.314
factor(worker_id)0:factor(category_id)-7.5 100 0 -0.026 0.302 -0.809 -0.012 0.716
factor(worker_id)1:factor(category_id)-7.5 100 0 1.502 0.279 0.857 1.490 2.083
factor(worker_id)2:factor(category_id)-7.5 100 0 0.820 0.307 0.180 0.802 1.535
factor(worker_id)-1:factor(category_id)-6.5 100 0 0.362 0.261 -0.345 0.323 1.049
factor(worker_id)0:factor(category_id)-6.5 100 0 -3.190 0.252 -3.850 -3.186 -2.617
factor(worker_id)1:factor(category_id)-6.5 100 0 -2.310 0.238 -2.851 -2.317 -1.664
factor(worker_id)2:factor(category_id)-6.5 100 0 -1.951 0.258 -2.777 -1.973 -1.103
factor(worker_id)-1:factor(category_id)-5.5 100 0 -1.641 0.270 -2.241 -1.613 -1.159
factor(worker_id)0:factor(category_id)-5.5 100 0 -3.000 0.291 -3.912 -3.031 -2.495
factor(worker_id)1:factor(category_id)-5.5 100 0 0.317 0.266 -0.156 0.304 0.908
factor(worker_id)2:factor(category_id)-5.5 100 0 -1.901 0.281 -2.767 -1.872 -1.407
factor(worker_id)-1:factor(category_id)-4.5 100 0 -3.040 0.260 -3.702 -3.042 -2.272
factor(worker_id)0:factor(category_id)-4.5 100 0 -3.005 0.253 -3.886 -2.972 -2.326
factor(worker_id)1:factor(category_id)-4.5 100 0 -2.424 0.279 -3.107 -2.415 -1.649
factor(worker_id)2:factor(category_id)-4.5 100 0 -3.122 0.282 -3.808 -3.123 -2.189
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.943 0.293 0.061 0.926 1.627
factor(worker_id)0:factor(category_id)-3.5 100 0 -1.961 0.266 -2.492 -1.968 -1.121
factor(worker_id)1:factor(category_id)-3.5 100 0 0.170 0.261 -0.605 0.153 0.713
factor(worker_id)2:factor(category_id)-3.5 100 0 2.527 0.285 1.789 2.512 3.414
factor(worker_id)-1:factor(category_id)-2.5 100 0 -2.475 0.289 -3.068 -2.457 -1.642
factor(worker_id)0:factor(category_id)-2.5 100 0 -0.542 0.249 -1.032 -0.575 0.033
factor(worker_id)1:factor(category_id)-2.5 100 0 -1.739 0.259 -2.387 -1.720 -1.184
factor(worker_id)2:factor(category_id)-2.5 100 0 0.385 0.320 -0.356 0.358 1.214
factor(worker_id)-1:factor(category_id)-1.5 100 0 -0.842 0.279 -1.543 -0.882 -0.167
factor(worker_id)0:factor(category_id)-1.5 100 0 -0.470 0.278 -1.117 -0.485 0.188
factor(worker_id)1:factor(category_id)-1.5 100 0 1.317 0.276 0.702 1.302 2.029
factor(worker_id)2:factor(category_id)-1.5 100 0 0.794 0.290 0.161 0.799 1.404
factor(worker_id)-1:factor(category_id)-0.5 100 0 1.224 0.258 0.660 1.244 1.787
factor(worker_id)0:factor(category_id)-0.5 100 0 0.947 0.283 0.143 0.965 1.610
factor(worker_id)1:factor(category_id)-0.5 100 0 -0.857 0.272 -1.497 -0.817 -0.206
factor(worker_id)2:factor(category_id)-0.5 100 0 -1.022 0.269 -1.624 -1.033 -0.343
factor(worker_id)-1:factor(category_id)0.5 100 0 -0.654 0.285 -1.365 -0.661 0.058
factor(worker_id)0:factor(category_id)0.5 100 0 -0.802 0.262 -1.559 -0.801 -0.276
factor(worker_id)1:factor(category_id)0.5 100 0 -2.227 0.267 -2.875 -2.241 -1.604
factor(worker_id)2:factor(category_id)0.5 100 0 -2.294 0.258 -3.057 -2.284 -1.617
factor(worker_id)-1:factor(category_id)1.5 100 0 -0.823 0.265 -1.403 -0.836 -0.026
factor(worker_id)0:factor(category_id)1.5 100 0 -2.674 0.238 -3.364 -2.662 -2.097
factor(worker_id)1:factor(category_id)1.5 100 0 -1.056 0.250 -1.727 -1.064 -0.433
factor(worker_id)2:factor(category_id)1.5 100 0 -0.923 0.280 -1.717 -0.916 -0.025
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.350 0.239 -0.901 -0.324 0.368
factor(worker_id)0:factor(category_id)2.5 100 0 -0.156 0.290 -0.975 -0.165 0.569
factor(worker_id)1:factor(category_id)2.5 100 0 -1.452 0.264 -2.098 -1.437 -0.873
factor(worker_id)2:factor(category_id)2.5 100 0 -2.016 0.297 -2.741 -2.043 -1.259
factor(worker_id)-1:factor(category_id)3.5 100 0 -1.435 0.287 -2.140 -1.444 -0.723
factor(worker_id)0:factor(category_id)3.5 100 0 -2.994 0.249 -3.696 -3.005 -2.411
factor(worker_id)1:factor(category_id)3.5 100 0 -2.778 0.293 -3.576 -2.770 -2.018
factor(worker_id)2:factor(category_id)3.5 100 0 -2.018 0.286 -2.756 -2.040 -1.222
factor(worker_id)-1:factor(category_id)4.5 100 0 1.043 0.267 0.395 1.037 1.646
factor(worker_id)0:factor(category_id)4.5 100 0 -1.448 0.273 -2.072 -1.462 -0.820
factor(worker_id)1:factor(category_id)4.5 100 0 0.859 0.266 -0.034 0.864 1.477
factor(worker_id)2:factor(category_id)4.5 100 0 -0.058 0.289 -0.970 -0.058 0.663
factor(worker_id)-1:factor(category_id)5.5 100 0 -1.617 0.326 -2.332 -1.679 -0.636
factor(worker_id)0:factor(category_id)5.5 100 0 -4.337 0.287 -5.096 -4.342 -3.656
factor(worker_id)1:factor(category_id)5.5 100 0 -0.882 0.269 -1.481 -0.900 -0.080
factor(worker_id)2:factor(category_id)5.5 100 0 -4.174 0.283 -4.912 -4.173 -3.325
factor(worker_id)-1:factor(category_id)6.5 100 0 -1.203 0.266 -1.988 -1.202 -0.648
factor(worker_id)0:factor(category_id)6.5 100 0 -1.313 0.275 -2.023 -1.320 -0.672
factor(worker_id)1:factor(category_id)6.5 100 0 -2.043 0.292 -2.785 -2.011 -1.482
factor(worker_id)2:factor(category_id)6.5 100 0 -1.534 0.265 -2.191 -1.516 -0.959
factor(worker_id)-1:factor(category_id)7.5 100 0 -1.030 0.277 -1.790 -1.054 -0.318
factor(worker_id)0:factor(category_id)7.5 100 0 -1.271 0.293 -2.125 -1.278 -0.613
factor(worker_id)1:factor(category_id)7.5 100 0 -2.834 0.259 -3.481 -2.863 -2.268
factor(worker_id)2:factor(category_id)7.5 100 0 -3.045 0.292 -3.565 -3.074 -2.380
factor(worker_id)-1:factor(category_id)8.5 100 0 0.834 0.282 0.194 0.829 1.421
factor(worker_id)0:factor(category_id)8.5 100 0 -1.978 0.229 -2.594 -1.950 -1.467
factor(worker_id)1:factor(category_id)8.5 100 0 -0.830 0.261 -1.398 -0.842 -0.168
factor(worker_id)2:factor(category_id)8.5 100 0 -0.369 0.276 -1.055 -0.353 0.312
factor(worker_id)-1:factor(category_id)9.5 100 0 0.095 0.275 -0.571 0.085 0.766
factor(worker_id)0:factor(category_id)9.5 100 0 1.145 0.276 0.376 1.146 1.849
factor(worker_id)1:factor(category_id)9.5 100 0 -0.127 0.269 -0.745 -0.141 0.700
factor(worker_id)2:factor(category_id)9.5 100 0 -1.290 0.299 -1.971 -1.313 -0.459

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.520 0.127 -13.862 -13.503 -13.253
factor(worker_id)-1 100 0 -0.382 0.195 -0.901 -0.364 0.119
factor(worker_id)0 100 0 0.323 0.183 -0.051 0.335 0.889
factor(worker_id)1 100 0 -1.002 0.180 -1.487 -1.015 -0.543
factor(worker_id)2 100 0 2.254 0.198 1.716 2.263 2.688
factor(category_id)-8.5 100 0 -5.945 0.172 -6.374 -5.935 -5.557
factor(category_id)-7.5 100 0 -5.278 0.205 -5.717 -5.284 -4.815
factor(category_id)-6.5 100 0 -3.699 0.169 -4.299 -3.690 -3.264
factor(category_id)-5.5 100 0 -3.655 0.186 -4.102 -3.661 -3.259
factor(category_id)-4.5 100 0 -3.333 0.193 -3.961 -3.337 -2.794
factor(category_id)-3.5 100 0 -4.562 0.194 -5.066 -4.582 -4.136
factor(category_id)-2.5 100 0 -2.661 0.183 -3.051 -2.669 -2.210
factor(category_id)-1.5 100 0 -5.505 0.189 -5.956 -5.504 -5.080
factor(category_id)-0.5 100 0 -4.508 0.188 -5.001 -4.512 -4.038
factor(category_id)0.5 100 0 -4.023 0.176 -4.435 -4.038 -3.624
factor(category_id)1.5 100 0 -4.671 0.189 -5.211 -4.652 -4.201
factor(category_id)2.5 100 0 -6.799 0.178 -7.316 -6.822 -6.342
factor(category_id)3.5 100 0 -1.308 0.188 -1.835 -1.333 -0.852
factor(category_id)4.5 100 0 -4.516 0.188 -4.953 -4.536 -4.082
factor(category_id)5.5 100 0 -2.259 0.189 -2.725 -2.245 -1.836
factor(category_id)6.5 100 0 15.284 0.193 14.621 15.268 15.805

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-8.5 0.98
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 0.11
factor(worker_id)2:factor(category_id)-8.5 0.02
factor(worker_id)-1:factor(category_id)-7.5 0
factor(worker_id)0:factor(category_id)-7.5 0.02
factor(worker_id)1:factor(category_id)-7.5 1
factor(worker_id)2:factor(category_id)-7.5 0.81
factor(worker_id)-1:factor(category_id)-6.5 0.22
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 0
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 0.21
factor(worker_id)2:factor(category_id)-5.5 0
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0
factor(worker_id)2:factor(category_id)-4.5 0
factor(worker_id)-1:factor(category_id)-3.5 0.92
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0.07
factor(worker_id)2:factor(category_id)-3.5 1
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0.3
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 1
factor(worker_id)2:factor(category_id)-1.5 0.8
factor(worker_id)-1:factor(category_id)-0.5 1
factor(worker_id)0:factor(category_id)-0.5 0.88
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0.01
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 0.98
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0.88
factor(worker_id)2:factor(category_id)4.5 0.02
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 0.86
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 0
factor(worker_id)2:factor(category_id)8.5 0
factor(worker_id)-1:factor(category_id)9.5 0.04
factor(worker_id)0:factor(category_id)9.5 0.98
factor(worker_id)1:factor(category_id)9.5 0.01
factor(worker_id)2:factor(category_id)9.5 0

Significant match effect number = 11 out of 76

num_process = 100, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -12.128 0.113 -12.478 -12.109 -11.914
factor(worker_id)-1 100 0 0.201 0.138 -0.082 0.205 0.624
factor(worker_id)0 100 0 4.572 0.143 4.265 4.556 4.941
factor(worker_id)1 100 0 3.520 0.145 3.202 3.508 3.997
factor(worker_id)2 100 0 4.938 0.163 4.570 4.933 5.390
factor(category_id)-8.5 100 0 2.454 0.147 2.008 2.447 2.774
factor(category_id)-7.5 100 0 1.696 0.137 1.405 1.671 2.042
factor(category_id)-6.5 100 0 4.023 0.134 3.639 4.035 4.381
factor(category_id)-5.5 100 0 3.771 0.161 3.394 3.764 4.156
factor(category_id)-4.5 100 0 5.034 0.153 4.645 5.044 5.327
factor(category_id)-3.5 100 0 7.550 0.174 7.270 7.529 8.128
factor(category_id)-2.5 100 0 8.012 0.152 7.756 8.015 8.409
factor(category_id)-1.5 100 0 7.762 0.160 7.460 7.756 8.239
factor(category_id)-0.5 100 0 11.096 0.147 10.782 11.076 11.444
factor(category_id)0.5 100 0 10.637 0.134 10.278 10.636 11.006
factor(category_id)1.5 100 0 12.923 0.146 12.541 12.913 13.335
factor(category_id)2.5 100 0 13.029 0.154 12.717 13.011 13.492
factor(category_id)3.5 100 0 12.328 0.141 12.024 12.324 12.698
factor(category_id)4.5 100 0 14.016 0.151 13.665 14.016 14.434
factor(category_id)5.5 100 0 15.673 0.166 15.332 15.673 16.100
factor(category_id)6.5 100 0 15.153 0.165 14.792 15.157 15.599
factor(category_id)7.5 100 0 17.986 0.139 17.731 17.987 18.308
factor(category_id)8.5 100 0 18.405 0.149 18.056 18.405 18.754
factor(category_id)9.5 100 0 18.601 0.148 18.201 18.602 18.894
factor(worker_id)-1:factor(category_id)-8.5 100 0 0.393 0.215 -0.125 0.394 0.874
factor(worker_id)0:factor(category_id)-8.5 100 0 -2.890 0.206 -3.339 -2.886 -2.205
factor(worker_id)1:factor(category_id)-8.5 100 0 -1.399 0.220 -1.947 -1.417 -0.631
factor(worker_id)2:factor(category_id)-8.5 100 0 -2.708 0.209 -3.154 -2.688 -2.258
factor(worker_id)-1:factor(category_id)-7.5 100 0 0.883 0.174 0.403 0.878 1.274
factor(worker_id)0:factor(category_id)-7.5 100 0 -1.714 0.198 -2.166 -1.713 -1.180
factor(worker_id)1:factor(category_id)-7.5 100 0 1.680 0.197 1.218 1.696 2.148
factor(worker_id)2:factor(category_id)-7.5 100 0 -0.300 0.217 -0.898 -0.295 0.120
factor(worker_id)-1:factor(category_id)-6.5 100 0 0.945 0.195 0.510 0.948 1.507
factor(worker_id)0:factor(category_id)-6.5 100 0 -4.382 0.190 -4.772 -4.400 -3.951
factor(worker_id)1:factor(category_id)-6.5 100 0 -2.378 0.209 -3.054 -2.362 -1.842
factor(worker_id)2:factor(category_id)-6.5 100 0 -1.342 0.228 -1.849 -1.372 -0.737
factor(worker_id)-1:factor(category_id)-5.5 100 0 1.868 0.200 1.408 1.872 2.392
factor(worker_id)0:factor(category_id)-5.5 100 0 -1.747 0.215 -2.254 -1.742 -1.250
factor(worker_id)1:factor(category_id)-5.5 100 0 0.947 0.217 0.283 0.991 1.411
factor(worker_id)2:factor(category_id)-5.5 100 0 -0.669 0.209 -1.103 -0.658 -0.184
factor(worker_id)-1:factor(category_id)-4.5 100 0 2.134 0.208 1.555 2.128 2.557
factor(worker_id)0:factor(category_id)-4.5 100 0 -4.868 0.197 -5.274 -4.887 -4.352
factor(worker_id)1:factor(category_id)-4.5 100 0 -0.347 0.190 -0.760 -0.367 0.104
factor(worker_id)2:factor(category_id)-4.5 100 0 0.043 0.209 -0.455 0.022 0.624
factor(worker_id)-1:factor(category_id)-3.5 100 0 1.200 0.220 0.656 1.241 1.685
factor(worker_id)0:factor(category_id)-3.5 100 0 -3.338 0.238 -3.981 -3.312 -2.789
factor(worker_id)1:factor(category_id)-3.5 100 0 -1.218 0.216 -1.729 -1.188 -0.733
factor(worker_id)2:factor(category_id)-3.5 100 0 -1.012 0.236 -1.553 -0.989 -0.481
factor(worker_id)-1:factor(category_id)-2.5 100 0 -0.220 0.212 -0.804 -0.196 0.128
factor(worker_id)0:factor(category_id)-2.5 100 0 -2.658 0.191 -3.127 -2.663 -2.296
factor(worker_id)1:factor(category_id)-2.5 100 0 -2.090 0.201 -2.551 -2.077 -1.732
factor(worker_id)2:factor(category_id)-2.5 100 0 -1.109 0.203 -1.554 -1.117 -0.490
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.223 0.168 -0.167 0.232 0.660
factor(worker_id)0:factor(category_id)-1.5 100 0 -1.677 0.218 -2.157 -1.687 -1.210
factor(worker_id)1:factor(category_id)-1.5 100 0 -1.252 0.217 -1.899 -1.257 -0.819
factor(worker_id)2:factor(category_id)-1.5 100 0 -0.227 0.203 -0.806 -0.201 0.302
factor(worker_id)-1:factor(category_id)-0.5 100 0 -2.648 0.194 -3.127 -2.650 -2.198
factor(worker_id)0:factor(category_id)-0.5 100 0 -4.382 0.182 -4.948 -4.360 -4.014
factor(worker_id)1:factor(category_id)-0.5 100 0 -1.959 0.176 -2.507 -1.947 -1.487
factor(worker_id)2:factor(category_id)-0.5 100 0 -1.102 0.209 -1.600 -1.107 -0.579
factor(worker_id)-1:factor(category_id)0.5 100 0 0.978 0.193 0.542 0.961 1.510
factor(worker_id)0:factor(category_id)0.5 100 0 -1.830 0.187 -2.271 -1.840 -1.395
factor(worker_id)1:factor(category_id)0.5 100 0 -1.529 0.176 -1.948 -1.532 -1.068
factor(worker_id)2:factor(category_id)0.5 100 0 -0.179 0.215 -0.710 -0.176 0.325
factor(worker_id)-1:factor(category_id)1.5 100 0 0.109 0.191 -0.482 0.114 0.526
factor(worker_id)0:factor(category_id)1.5 100 0 -3.844 0.196 -4.338 -3.848 -3.367
factor(worker_id)1:factor(category_id)1.5 100 0 -2.318 0.212 -2.936 -2.326 -1.886
factor(worker_id)2:factor(category_id)1.5 100 0 -2.945 0.209 -3.637 -2.966 -2.318
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.128 0.190 -0.701 -0.104 0.253
factor(worker_id)0:factor(category_id)2.5 100 0 -2.684 0.223 -3.318 -2.670 -1.998
factor(worker_id)1:factor(category_id)2.5 100 0 0.326 0.201 -0.097 0.307 0.850
factor(worker_id)2:factor(category_id)2.5 100 0 -0.840 0.217 -1.414 -0.830 -0.314
factor(worker_id)-1:factor(category_id)3.5 100 0 3.804 0.185 3.268 3.816 4.167
factor(worker_id)0:factor(category_id)3.5 100 0 0.208 0.199 -0.253 0.234 0.609
factor(worker_id)1:factor(category_id)3.5 100 0 1.206 0.198 0.701 1.207 1.608
factor(worker_id)2:factor(category_id)3.5 100 0 -0.703 0.207 -1.166 -0.717 -0.181
factor(worker_id)-1:factor(category_id)4.5 100 0 1.244 0.188 0.720 1.234 1.707
factor(worker_id)0:factor(category_id)4.5 100 0 -2.059 0.200 -2.574 -2.057 -1.444
factor(worker_id)1:factor(category_id)4.5 100 0 0.022 0.205 -0.540 0.022 0.521
factor(worker_id)2:factor(category_id)4.5 100 0 -1.168 0.225 -1.731 -1.194 -0.558
factor(worker_id)-1:factor(category_id)5.5 100 0 1.821 0.199 1.292 1.838 2.257
factor(worker_id)0:factor(category_id)5.5 100 0 -2.318 0.217 -2.803 -2.348 -1.882
factor(worker_id)1:factor(category_id)5.5 100 0 -1.484 0.231 -2.240 -1.458 -0.898
factor(worker_id)2:factor(category_id)5.5 100 0 -0.305 0.218 -0.758 -0.299 0.329
factor(worker_id)-1:factor(category_id)6.5 100 0 3.159 0.220 2.623 3.186 3.577
factor(worker_id)0:factor(category_id)6.5 100 0 -2.351 0.216 -2.807 -2.347 -1.773
factor(worker_id)1:factor(category_id)6.5 100 0 1.430 0.221 0.677 1.407 1.893
factor(worker_id)2:factor(category_id)6.5 100 0 1.216 0.240 0.626 1.222 1.817
factor(worker_id)-1:factor(category_id)7.5 100 0 2.072 0.205 1.543 2.054 2.482
factor(worker_id)0:factor(category_id)7.5 100 0 -4.081 0.217 -4.585 -4.089 -3.595
factor(worker_id)1:factor(category_id)7.5 100 0 -0.037 0.165 -0.422 -0.032 0.351
factor(worker_id)2:factor(category_id)7.5 100 0 -1.367 0.195 -1.905 -1.362 -0.909
factor(worker_id)-1:factor(category_id)8.5 100 0 2.024 0.181 1.565 2.039 2.399
factor(worker_id)0:factor(category_id)8.5 100 0 -0.970 0.193 -1.331 -0.951 -0.512
factor(worker_id)1:factor(category_id)8.5 100 0 -0.495 0.201 -0.991 -0.503 -0.035
factor(worker_id)2:factor(category_id)8.5 100 0 -0.333 0.218 -1.039 -0.311 0.321
factor(worker_id)-1:factor(category_id)9.5 100 0 4.277 0.201 3.815 4.302 4.847
factor(worker_id)0:factor(category_id)9.5 100 0 -1.383 0.181 -1.746 -1.395 -0.950
factor(worker_id)1:factor(category_id)9.5 100 0 -2.003 0.207 -2.451 -2.033 -1.540
factor(worker_id)2:factor(category_id)9.5 100 0 0.306 0.221 -0.253 0.299 0.852

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -13.492 0.113 -13.841 -13.473 -13.277
factor(worker_id)-1 100 0 -1.340 0.138 -1.623 -1.336 -0.917
factor(worker_id)0 100 0 1.983 0.143 1.677 1.968 2.352
factor(worker_id)1 100 0 -1.390 0.145 -1.709 -1.403 -0.914
factor(worker_id)2 100 0 1.752 0.163 1.385 1.747 2.205
factor(category_id)-8.5 100 0 -3.802 0.147 -4.248 -3.809 -3.482
factor(category_id)-7.5 100 0 -4.521 0.137 -4.812 -4.547 -4.175
factor(category_id)-6.5 100 0 -3.843 0.134 -4.227 -3.831 -3.485
factor(category_id)-5.5 100 0 -3.682 0.161 -4.060 -3.690 -3.297
factor(category_id)-4.5 100 0 -2.981 0.153 -3.370 -2.972 -2.688
factor(category_id)-3.5 100 0 -3.110 0.174 -3.391 -3.132 -2.533
factor(category_id)-2.5 100 0 -2.620 0.152 -2.877 -2.618 -2.224
factor(category_id)-1.5 100 0 -4.362 0.160 -4.663 -4.368 -3.885
factor(category_id)-0.5 100 0 -3.772 0.147 -4.086 -3.791 -3.423
factor(category_id)0.5 100 0 -4.437 0.134 -4.795 -4.437 -4.068
factor(category_id)1.5 100 0 -2.663 0.146 -3.045 -2.673 -2.251
factor(category_id)2.5 100 0 -2.686 0.154 -2.998 -2.703 -2.223
factor(category_id)3.5 100 0 -5.779 0.141 -6.083 -5.783 -5.409
factor(category_id)4.5 100 0 -5.471 0.151 -5.821 -5.471 -5.053
factor(category_id)5.5 100 0 -3.763 0.166 -4.104 -3.763 -3.337
factor(category_id)6.5 100 0 16.023 0.165 15.662 16.027 16.469

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.24
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0.5
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 0
factor(worker_id)2:factor(category_id)-8.5 0
factor(worker_id)-1:factor(category_id)-7.5 1
factor(worker_id)0:factor(category_id)-7.5 0
factor(worker_id)1:factor(category_id)-7.5 1
factor(worker_id)2:factor(category_id)-7.5 0
factor(worker_id)-1:factor(category_id)-6.5 1
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 0
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 1
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 0.98
factor(worker_id)2:factor(category_id)-5.5 0
factor(worker_id)-1:factor(category_id)-4.5 1
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0
factor(worker_id)2:factor(category_id)-4.5 0.08
factor(worker_id)-1:factor(category_id)-3.5 1
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0.13
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0
factor(worker_id)-1:factor(category_id)0.5 1
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0.07
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0.35
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 1
factor(worker_id)0:factor(category_id)3.5 0.17
factor(worker_id)1:factor(category_id)3.5 1
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 1
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0.03
factor(worker_id)2:factor(category_id)4.5 0
factor(worker_id)-1:factor(category_id)5.5 1
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 1
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 1
factor(worker_id)2:factor(category_id)6.5 1
factor(worker_id)-1:factor(category_id)7.5 1
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 1
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 0
factor(worker_id)2:factor(category_id)8.5 0
factor(worker_id)-1:factor(category_id)9.5 1
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 0.29

Significant match effect number = 18 out of 76

worker=5, category=30

num_process = 10, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -17.195 0.329 -17.955 -17.209 -16.358
factor(worker_id)-1 100 0 1.989 0.434 0.897 1.977 3.070
factor(worker_id)0 100 0 1.801 0.481 0.770 1.790 2.954
factor(worker_id)1 100 0 4.198 0.448 2.962 4.263 5.035
factor(worker_id)2 100 0 3.633 0.472 2.339 3.641 4.718
factor(category_id)-13.5 100 0 -0.575 0.461 -1.603 -0.576 1.059
factor(category_id)-12.5 100 0 3.210 0.465 2.057 3.216 4.290
factor(category_id)-11.5 100 0 2.610 0.500 1.136 2.587 3.837
factor(category_id)-10.5 100 0 5.596 0.478 4.382 5.613 6.889
factor(category_id)-9.5 100 0 5.661 0.500 4.651 5.656 7.075
factor(category_id)-8.5 100 0 7.636 0.441 6.480 7.638 8.684
factor(category_id)-7.5 100 0 7.177 0.444 5.863 7.191 8.068
factor(category_id)-6.5 100 0 9.064 0.443 8.088 9.027 10.109
factor(category_id)-5.5 100 0 9.509 0.414 8.566 9.557 10.422
factor(category_id)-4.5 100 0 10.901 0.441 9.996 10.904 11.985
factor(category_id)-3.5 100 0 10.798 0.447 9.585 10.782 11.990
factor(category_id)-2.5 100 0 13.420 0.426 12.476 13.427 14.422
factor(category_id)-1.5 100 0 12.340 0.446 11.227 12.329 13.659
factor(category_id)-0.5 100 0 12.883 0.465 11.621 12.896 14.029
factor(category_id)0.5 100 0 14.934 0.458 13.993 14.849 16.559
factor(category_id)1.5 100 0 15.773 0.464 14.833 15.741 16.795
factor(category_id)2.5 100 0 18.222 0.492 16.954 18.220 19.559
factor(category_id)3.5 100 0 17.355 0.482 16.021 17.340 18.427
factor(category_id)4.5 100 0 21.568 0.429 20.615 21.572 22.610
factor(category_id)5.5 100 0 21.188 0.478 19.826 21.181 22.326
factor(category_id)6.5 100 0 21.084 0.460 19.617 21.083 22.192
factor(category_id)7.5 100 0 23.607 0.494 22.276 23.596 24.619
factor(category_id)8.5 100 0 24.571 0.444 23.330 24.596 25.927
factor(category_id)9.5 100 0 24.542 0.483 23.137 24.581 25.545
factor(category_id)10.5 100 0 25.897 0.482 24.681 25.922 27.136
factor(category_id)11.5 100 0 25.060 0.453 24.119 24.992 26.389
factor(category_id)12.5 100 0 27.577 0.472 26.574 27.558 28.688
factor(category_id)13.5 100 0 29.352 0.433 28.426 29.351 30.359
factor(category_id)14.5 100 0 28.943 0.486 27.917 28.951 30.034
factor(worker_id)-1:factor(category_id)-13.5 100 0 0.885 0.682 -0.985 0.943 2.406
factor(worker_id)0:factor(category_id)-13.5 100 0 1.767 0.653 0.140 1.797 3.516
factor(worker_id)1:factor(category_id)-13.5 100 0 -0.329 0.646 -2.091 -0.312 1.055
factor(worker_id)2:factor(category_id)-13.5 100 0 1.882 0.661 0.488 1.840 3.488
factor(worker_id)-1:factor(category_id)-12.5 100 0 0.098 0.654 -1.374 0.102 1.548
factor(worker_id)0:factor(category_id)-12.5 100 0 -1.556 0.601 -3.165 -1.480 -0.088
factor(worker_id)1:factor(category_id)-12.5 100 0 -1.390 0.663 -2.624 -1.468 0.529
factor(worker_id)2:factor(category_id)-12.5 100 0 2.192 0.637 0.531 2.229 3.655
factor(worker_id)-1:factor(category_id)-11.5 100 0 0.522 0.615 -1.446 0.562 1.580
factor(worker_id)0:factor(category_id)-11.5 100 0 2.033 0.689 0.483 2.036 3.592
factor(worker_id)1:factor(category_id)-11.5 100 0 1.100 0.652 -0.644 1.068 3.089
factor(worker_id)2:factor(category_id)-11.5 100 0 1.097 0.664 -0.262 1.078 2.829
factor(worker_id)-1:factor(category_id)-10.5 100 0 -2.515 0.602 -4.218 -2.409 -1.266
factor(worker_id)0:factor(category_id)-10.5 100 0 -0.213 0.666 -1.857 -0.189 1.544
factor(worker_id)1:factor(category_id)-10.5 100 0 -3.068 0.672 -4.676 -3.061 -1.034
factor(worker_id)2:factor(category_id)-10.5 100 0 -0.485 0.650 -1.809 -0.560 0.961
factor(worker_id)-1:factor(category_id)-9.5 100 0 -0.425 0.613 -1.598 -0.400 0.907
factor(worker_id)0:factor(category_id)-9.5 100 0 0.813 0.672 -0.776 0.910 2.434
factor(worker_id)1:factor(category_id)-9.5 100 0 -2.215 0.600 -3.540 -2.259 -0.828
factor(worker_id)2:factor(category_id)-9.5 100 0 -0.672 0.665 -2.341 -0.727 1.247
factor(worker_id)-1:factor(category_id)-8.5 100 0 -1.698 0.648 -3.502 -1.710 -0.216
factor(worker_id)0:factor(category_id)-8.5 100 0 -1.360 0.639 -2.946 -1.401 0.315
factor(worker_id)1:factor(category_id)-8.5 100 0 -3.309 0.620 -4.577 -3.375 -1.459
factor(worker_id)2:factor(category_id)-8.5 100 0 -1.164 0.653 -2.702 -1.247 0.498
factor(worker_id)-1:factor(category_id)-7.5 100 0 0.741 0.614 -0.664 0.787 2.108
factor(worker_id)0:factor(category_id)-7.5 100 0 1.355 0.694 0.151 1.237 3.053
factor(worker_id)1:factor(category_id)-7.5 100 0 -1.645 0.594 -2.897 -1.651 -0.360
factor(worker_id)2:factor(category_id)-7.5 100 0 1.307 0.619 -0.253 1.335 2.925
factor(worker_id)-1:factor(category_id)-6.5 100 0 -3.243 0.635 -5.067 -3.244 -1.714
factor(worker_id)0:factor(category_id)-6.5 100 0 -0.079 0.653 -1.630 -0.091 1.327
factor(worker_id)1:factor(category_id)-6.5 100 0 -0.589 0.643 -1.989 -0.494 0.869
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.033 0.648 -1.515 -0.022 1.676
factor(worker_id)-1:factor(category_id)-5.5 100 0 -3.335 0.527 -4.627 -3.341 -2.222
factor(worker_id)0:factor(category_id)-5.5 100 0 3.042 0.668 1.306 3.010 4.511
factor(worker_id)1:factor(category_id)-5.5 100 0 -0.239 0.576 -1.433 -0.338 1.180
factor(worker_id)2:factor(category_id)-5.5 100 0 0.880 0.641 -1.046 0.938 2.308
factor(worker_id)-1:factor(category_id)-4.5 100 0 -1.343 0.637 -2.752 -1.287 0.425
factor(worker_id)0:factor(category_id)-4.5 100 0 0.846 0.733 -0.990 0.875 2.582
factor(worker_id)1:factor(category_id)-4.5 100 0 -1.102 0.657 -2.628 -1.068 0.422
factor(worker_id)2:factor(category_id)-4.5 100 0 0.175 0.601 -1.420 0.168 1.791
factor(worker_id)-1:factor(category_id)-3.5 100 0 -0.193 0.612 -1.544 -0.179 1.293
factor(worker_id)0:factor(category_id)-3.5 100 0 2.879 0.649 0.957 2.808 4.496
factor(worker_id)1:factor(category_id)-3.5 100 0 -0.758 0.598 -2.501 -0.745 1.156
factor(worker_id)2:factor(category_id)-3.5 100 0 2.269 0.612 1.092 2.266 3.696
factor(worker_id)-1:factor(category_id)-2.5 100 0 -1.905 0.567 -3.616 -1.908 -0.141
factor(worker_id)0:factor(category_id)-2.5 100 0 -0.962 0.627 -2.435 -0.943 0.840
factor(worker_id)1:factor(category_id)-2.5 100 0 -2.686 0.627 -4.115 -2.789 -1.250
factor(worker_id)2:factor(category_id)-2.5 100 0 -1.701 0.571 -3.137 -1.713 -0.140
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.314 0.589 -1.336 0.398 1.350
factor(worker_id)0:factor(category_id)-1.5 100 0 3.630 0.653 2.044 3.737 5.014
factor(worker_id)1:factor(category_id)-1.5 100 0 -0.267 0.640 -1.848 -0.185 1.315
factor(worker_id)2:factor(category_id)-1.5 100 0 0.954 0.655 -0.403 0.915 2.911
factor(worker_id)-1:factor(category_id)-0.5 100 0 0.366 0.623 -1.041 0.519 1.914
factor(worker_id)0:factor(category_id)-0.5 100 0 3.131 0.634 1.586 3.139 4.663
factor(worker_id)1:factor(category_id)-0.5 100 0 -0.305 0.650 -2.306 -0.293 1.695
factor(worker_id)2:factor(category_id)-0.5 100 0 2.515 0.670 0.825 2.597 3.965
factor(worker_id)-1:factor(category_id)0.5 100 0 0.476 0.663 -1.793 0.582 2.024
factor(worker_id)0:factor(category_id)0.5 100 0 1.815 0.720 -0.308 1.766 3.815
factor(worker_id)1:factor(category_id)0.5 100 0 2.891 0.656 0.777 2.838 4.206
factor(worker_id)2:factor(category_id)0.5 100 0 0.107 0.635 -1.454 0.171 1.494
factor(worker_id)-1:factor(category_id)1.5 100 0 1.169 0.610 -0.880 1.201 2.795
factor(worker_id)0:factor(category_id)1.5 100 0 0.878 0.661 -0.667 0.938 2.182
factor(worker_id)1:factor(category_id)1.5 100 0 -0.984 0.641 -2.659 -1.019 0.544
factor(worker_id)2:factor(category_id)1.5 100 0 0.736 0.610 -0.829 0.789 2.201
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.359 0.674 -2.362 -0.310 0.795
factor(worker_id)0:factor(category_id)2.5 100 0 -0.726 0.636 -2.357 -0.759 0.531
factor(worker_id)1:factor(category_id)2.5 100 0 -2.341 0.651 -3.791 -2.362 -0.676
factor(worker_id)2:factor(category_id)2.5 100 0 0.397 0.657 -1.244 0.383 2.173
factor(worker_id)-1:factor(category_id)3.5 100 0 2.317 0.606 0.468 2.278 4.163
factor(worker_id)0:factor(category_id)3.5 100 0 2.013 0.722 0.118 2.027 3.629
factor(worker_id)1:factor(category_id)3.5 100 0 -1.193 0.659 -3.026 -1.281 0.991
factor(worker_id)2:factor(category_id)3.5 100 0 0.215 0.662 -1.318 0.191 1.848
factor(worker_id)-1:factor(category_id)4.5 100 0 -1.433 0.538 -3.116 -1.423 -0.304
factor(worker_id)0:factor(category_id)4.5 100 0 -1.838 0.593 -3.398 -1.735 -0.352
factor(worker_id)1:factor(category_id)4.5 100 0 -0.624 0.617 -1.931 -0.673 1.153
factor(worker_id)2:factor(category_id)4.5 100 0 0.056 0.604 -1.744 0.043 1.361
factor(worker_id)-1:factor(category_id)5.5 100 0 -1.618 0.641 -3.274 -1.566 0.069
factor(worker_id)0:factor(category_id)5.5 100 0 0.527 0.643 -0.958 0.578 1.801
factor(worker_id)1:factor(category_id)5.5 100 0 -2.749 0.680 -4.367 -2.743 -0.581
factor(worker_id)2:factor(category_id)5.5 100 0 -0.954 0.662 -2.451 -0.990 0.597
factor(worker_id)-1:factor(category_id)6.5 100 0 -0.548 0.624 -2.176 -0.527 0.893
factor(worker_id)0:factor(category_id)6.5 100 0 2.627 0.683 0.585 2.660 4.153
factor(worker_id)1:factor(category_id)6.5 100 0 0.181 0.598 -1.616 0.172 1.497
factor(worker_id)2:factor(category_id)6.5 100 0 -0.790 0.647 -2.722 -0.778 1.017
factor(worker_id)-1:factor(category_id)7.5 100 0 -0.836 0.673 -2.668 -0.970 0.711
factor(worker_id)0:factor(category_id)7.5 100 0 0.345 0.706 -1.552 0.331 2.007
factor(worker_id)1:factor(category_id)7.5 100 0 -3.080 0.667 -4.816 -3.064 -1.390
factor(worker_id)2:factor(category_id)7.5 100 0 -2.240 0.602 -3.723 -2.182 -0.617
factor(worker_id)-1:factor(category_id)8.5 100 0 -2.557 0.622 -3.990 -2.552 -1.039
factor(worker_id)0:factor(category_id)8.5 100 0 -0.483 0.616 -2.088 -0.507 1.016
factor(worker_id)1:factor(category_id)8.5 100 0 -2.521 0.561 -4.006 -2.512 -0.667
factor(worker_id)2:factor(category_id)8.5 100 0 0.956 0.652 -0.669 0.886 2.795
factor(worker_id)-1:factor(category_id)9.5 100 0 -0.780 0.604 -2.623 -0.646 0.886
factor(worker_id)0:factor(category_id)9.5 100 0 0.797 0.646 -1.006 0.854 2.210
factor(worker_id)1:factor(category_id)9.5 100 0 -2.209 0.640 -3.511 -2.263 -0.913
factor(worker_id)2:factor(category_id)9.5 100 0 -0.502 0.665 -1.914 -0.502 1.254
factor(worker_id)-1:factor(category_id)10.5 100 0 -0.965 0.618 -2.760 -0.975 0.437
factor(worker_id)0:factor(category_id)10.5 100 0 -0.319 0.624 -1.747 -0.376 1.192
factor(worker_id)1:factor(category_id)10.5 100 0 -1.738 0.640 -3.076 -1.753 0.114
factor(worker_id)2:factor(category_id)10.5 100 0 0.648 0.703 -0.709 0.646 3.103
factor(worker_id)-1:factor(category_id)11.5 100 0 1.499 0.633 0.302 1.466 3.270
factor(worker_id)0:factor(category_id)11.5 100 0 2.424 0.566 0.978 2.494 3.699
factor(worker_id)1:factor(category_id)11.5 100 0 0.228 0.647 -1.166 0.161 1.701
factor(worker_id)2:factor(category_id)11.5 100 0 0.476 0.666 -0.925 0.433 2.018
factor(worker_id)-1:factor(category_id)12.5 100 0 1.594 0.626 -0.106 1.648 2.988
factor(worker_id)0:factor(category_id)12.5 100 0 0.083 0.697 -1.524 0.028 1.692
factor(worker_id)1:factor(category_id)12.5 100 0 -0.602 0.666 -2.074 -0.609 0.794
factor(worker_id)2:factor(category_id)12.5 100 0 1.350 0.647 -0.177 1.316 2.936
factor(worker_id)-1:factor(category_id)13.5 100 0 -2.859 0.607 -4.101 -2.870 -1.385
factor(worker_id)0:factor(category_id)13.5 100 0 -0.260 0.651 -1.742 -0.231 0.902
factor(worker_id)1:factor(category_id)13.5 100 0 -1.338 0.557 -2.724 -1.386 0.266
factor(worker_id)2:factor(category_id)13.5 100 0 -2.770 0.658 -4.082 -2.788 -0.931
factor(worker_id)-1:factor(category_id)14.5 100 0 -0.575 0.617 -2.129 -0.618 0.765
factor(worker_id)0:factor(category_id)14.5 100 0 0.783 0.621 -0.386 0.697 2.382
factor(worker_id)1:factor(category_id)14.5 100 0 -1.549 0.640 -3.067 -1.686 -0.094
factor(worker_id)2:factor(category_id)14.5 100 0 1.912 0.647 0.130 1.943 3.258

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -18.523 0.329 -19.283 -18.537 -17.686
factor(worker_id)-1 100 0 -0.204 0.434 -1.296 -0.216 0.877
factor(worker_id)0 100 0 0.563 0.481 -0.468 0.552 1.717
factor(worker_id)1 100 0 0.210 0.448 -1.026 0.276 1.047
factor(worker_id)2 100 0 -2.215 0.472 -3.509 -2.207 -1.131
factor(category_id)-13.5 100 0 -5.286 0.461 -6.314 -5.287 -3.652
factor(category_id)-12.5 100 0 -2.401 0.465 -3.554 -2.395 -1.321
factor(category_id)-11.5 100 0 -3.922 0.500 -5.396 -3.945 -2.696
factor(category_id)-10.5 100 0 -2.061 0.478 -3.275 -2.044 -0.768
factor(category_id)-9.5 100 0 -4.988 0.500 -5.998 -4.992 -3.573
factor(category_id)-8.5 100 0 -3.852 0.441 -5.008 -3.850 -2.804
factor(category_id)-7.5 100 0 -4.843 0.444 -6.157 -4.829 -3.952
factor(category_id)-6.5 100 0 -3.172 0.443 -4.148 -3.209 -2.127
factor(category_id)-5.5 100 0 -3.424 0.414 -4.367 -3.376 -2.511
factor(category_id)-4.5 100 0 -3.319 0.441 -4.224 -3.316 -2.235
factor(category_id)-3.5 100 0 -3.998 0.447 -5.211 -4.013 -2.805
factor(category_id)-2.5 100 0 -6.617 0.426 -7.561 -6.609 -5.614
factor(category_id)-1.5 100 0 -4.628 0.446 -5.741 -4.639 -3.309
factor(category_id)-0.5 100 0 -5.190 0.465 -6.452 -5.177 -4.044
factor(category_id)0.5 100 0 -3.413 0.458 -4.355 -3.499 -1.788
factor(category_id)1.5 100 0 -7.350 0.464 -8.290 -7.382 -6.328
factor(category_id)2.5 100 0 -2.334 0.492 -3.602 -2.336 -0.997
factor(category_id)3.5 100 0 -6.086 0.482 -7.420 -6.101 -5.014
factor(category_id)4.5 100 0 -1.130 0.429 -2.083 -1.126 -0.087
factor(category_id)5.5 100 0 -3.033 0.478 -4.396 -3.040 -1.895
factor(category_id)6.5 100 0 -3.408 0.460 -4.875 -3.409 -2.300
factor(category_id)7.5 100 0 -2.711 0.494 -4.042 -2.722 -1.699
factor(category_id)8.5 100 0 -2.913 0.444 -4.154 -2.889 -1.558
factor(category_id)9.5 100 0 -4.639 0.483 -6.043 -4.600 -3.636
factor(category_id)10.5 100 0 -4.275 0.482 -5.492 -4.251 -3.036
factor(category_id)11.5 100 0 24.485 0.453 23.544 24.416 25.814

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 0.99
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-13.5 0.01
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)-13.5 0.36
factor(worker_id)0:factor(category_id)-13.5 0.78
factor(worker_id)1:factor(category_id)-13.5 0
factor(worker_id)2:factor(category_id)-13.5 0.82
factor(worker_id)-1:factor(category_id)-12.5 0.02
factor(worker_id)0:factor(category_id)-12.5 0
factor(worker_id)1:factor(category_id)-12.5 0
factor(worker_id)2:factor(category_id)-12.5 0.92
factor(worker_id)-1:factor(category_id)-11.5 0.12
factor(worker_id)0:factor(category_id)-11.5 0.87
factor(worker_id)1:factor(category_id)-11.5 0.39
factor(worker_id)2:factor(category_id)-11.5 0.41
factor(worker_id)-1:factor(category_id)-10.5 0
factor(worker_id)0:factor(category_id)-10.5 0.03
factor(worker_id)1:factor(category_id)-10.5 0
factor(worker_id)2:factor(category_id)-10.5 0
factor(worker_id)-1:factor(category_id)-9.5 0
factor(worker_id)0:factor(category_id)-9.5 0.25
factor(worker_id)1:factor(category_id)-9.5 0
factor(worker_id)2:factor(category_id)-9.5 0.01
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 0
factor(worker_id)2:factor(category_id)-8.5 0
factor(worker_id)-1:factor(category_id)-7.5 0.19
factor(worker_id)0:factor(category_id)-7.5 0.49
factor(worker_id)1:factor(category_id)-7.5 0
factor(worker_id)2:factor(category_id)-7.5 0.56
factor(worker_id)-1:factor(category_id)-6.5 0
factor(worker_id)0:factor(category_id)-6.5 0.02
factor(worker_id)1:factor(category_id)-6.5 0
factor(worker_id)2:factor(category_id)-6.5 0.03
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 1
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 0.29
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 0.33
factor(worker_id)1:factor(category_id)-4.5 0
factor(worker_id)2:factor(category_id)-4.5 0.03
factor(worker_id)-1:factor(category_id)-3.5 0.01
factor(worker_id)0:factor(category_id)-3.5 0.99
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0.96
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0.04
factor(worker_id)0:factor(category_id)-1.5 1
factor(worker_id)1:factor(category_id)-1.5 0.02
factor(worker_id)2:factor(category_id)-1.5 0.33
factor(worker_id)-1:factor(category_id)-0.5 0.06
factor(worker_id)0:factor(category_id)-0.5 1
factor(worker_id)1:factor(category_id)-0.5 0.01
factor(worker_id)2:factor(category_id)-0.5 0.97
factor(worker_id)-1:factor(category_id)0.5 0.09
factor(worker_id)0:factor(category_id)0.5 0.79
factor(worker_id)1:factor(category_id)0.5 0.99
factor(worker_id)2:factor(category_id)0.5 0.02
factor(worker_id)-1:factor(category_id)1.5 0.44
factor(worker_id)0:factor(category_id)1.5 0.32
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0.19
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0.1
factor(worker_id)-1:factor(category_id)3.5 0.97
factor(worker_id)0:factor(category_id)3.5 0.83
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0.05
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0.03
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0.15
factor(worker_id)1:factor(category_id)5.5 0
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 0.98
factor(worker_id)1:factor(category_id)6.5 0.03
factor(worker_id)2:factor(category_id)6.5 0
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0.12
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 0
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 0
factor(worker_id)2:factor(category_id)8.5 0.33
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 0.23
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 0.01
factor(worker_id)-1:factor(category_id)10.5 0
factor(worker_id)0:factor(category_id)10.5 0
factor(worker_id)1:factor(category_id)10.5 0
factor(worker_id)2:factor(category_id)10.5 0.19
factor(worker_id)-1:factor(category_id)11.5 0.62
factor(worker_id)0:factor(category_id)11.5 0.98
factor(worker_id)1:factor(category_id)11.5 0.07
factor(worker_id)2:factor(category_id)11.5 0.19
factor(worker_id)-1:factor(category_id)12.5 0.73
factor(worker_id)0:factor(category_id)12.5 0.05
factor(worker_id)1:factor(category_id)12.5 0
factor(worker_id)2:factor(category_id)12.5 0.55
factor(worker_id)-1:factor(category_id)13.5 0
factor(worker_id)0:factor(category_id)13.5 0
factor(worker_id)1:factor(category_id)13.5 0
factor(worker_id)2:factor(category_id)13.5 0
factor(worker_id)-1:factor(category_id)14.5 0
factor(worker_id)0:factor(category_id)14.5 0.25
factor(worker_id)1:factor(category_id)14.5 0
factor(worker_id)2:factor(category_id)14.5 0.84

Significant match effect number = 15 out of 116

num_process = 20, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -17.895 0.226 -18.365 -17.868 -17.258
factor(worker_id)-1 100 0 3.028 0.310 2.129 3.035 3.647
factor(worker_id)0 100 0 2.495 0.357 1.619 2.456 3.387
factor(worker_id)1 100 0 6.181 0.341 5.403 6.210 6.886
factor(worker_id)2 100 0 6.040 0.296 5.296 5.999 6.773
factor(category_id)-13.5 100 0 2.645 0.330 1.895 2.671 3.405
factor(category_id)-12.5 100 0 3.410 0.292 2.467 3.434 3.995
factor(category_id)-11.5 100 0 4.506 0.301 3.854 4.489 5.344
factor(category_id)-10.5 100 0 4.499 0.311 3.917 4.493 5.331
factor(category_id)-9.5 100 0 5.184 0.340 4.315 5.184 5.919
factor(category_id)-8.5 100 0 7.807 0.307 7.068 7.818 8.511
factor(category_id)-7.5 100 0 8.635 0.314 7.751 8.617 9.305
factor(category_id)-6.5 100 0 9.704 0.327 8.913 9.707 10.553
factor(category_id)-5.5 100 0 11.145 0.326 10.158 11.122 12.052
factor(category_id)-4.5 100 0 11.278 0.305 10.687 11.265 12.043
factor(category_id)-3.5 100 0 10.632 0.309 9.523 10.607 11.576
factor(category_id)-2.5 100 0 14.439 0.328 13.766 14.422 15.270
factor(category_id)-1.5 100 0 13.344 0.311 12.395 13.327 14.125
factor(category_id)-0.5 100 0 16.450 0.344 15.657 16.477 17.384
factor(category_id)0.5 100 0 15.053 0.333 14.199 15.018 15.854
factor(category_id)1.5 100 0 18.001 0.301 17.282 18.018 18.676
factor(category_id)2.5 100 0 16.704 0.349 15.769 16.698 17.412
factor(category_id)3.5 100 0 20.117 0.364 19.362 20.134 21.164
factor(category_id)4.5 100 0 19.843 0.343 18.791 19.858 20.606
factor(category_id)5.5 100 0 21.292 0.305 20.412 21.245 22.454
factor(category_id)6.5 100 0 22.906 0.292 22.226 22.893 23.590
factor(category_id)7.5 100 0 21.576 0.314 20.951 21.559 22.478
factor(category_id)8.5 100 0 24.258 0.320 23.418 24.245 25.033
factor(category_id)9.5 100 0 26.114 0.310 25.519 26.113 26.925
factor(category_id)10.5 100 0 27.294 0.292 26.695 27.283 28.010
factor(category_id)11.5 100 0 26.683 0.323 25.906 26.684 27.422
factor(category_id)12.5 100 0 28.067 0.333 27.240 28.042 29.053
factor(category_id)13.5 100 0 28.801 0.310 28.012 28.793 29.515
factor(category_id)14.5 100 0 30.559 0.323 29.719 30.604 31.263
factor(worker_id)-1:factor(category_id)-13.5 100 0 -2.039 0.490 -3.401 -2.113 -0.807
factor(worker_id)0:factor(category_id)-13.5 100 0 -1.921 0.484 -3.062 -1.894 -0.724
factor(worker_id)1:factor(category_id)-13.5 100 0 -3.497 0.478 -4.522 -3.520 -2.364
factor(worker_id)2:factor(category_id)-13.5 100 0 -3.074 0.427 -4.121 -3.048 -1.856
factor(worker_id)-1:factor(category_id)-12.5 100 0 -3.146 0.401 -4.155 -3.163 -2.278
factor(worker_id)0:factor(category_id)-12.5 100 0 0.332 0.455 -0.828 0.306 1.515
factor(worker_id)1:factor(category_id)-12.5 100 0 -4.251 0.423 -5.295 -4.277 -3.048
factor(worker_id)2:factor(category_id)-12.5 100 0 -2.537 0.405 -3.491 -2.563 -1.128
factor(worker_id)-1:factor(category_id)-11.5 100 0 -1.683 0.437 -2.890 -1.712 -0.614
factor(worker_id)0:factor(category_id)-11.5 100 0 0.418 0.458 -0.693 0.400 1.418
factor(worker_id)1:factor(category_id)-11.5 100 0 -4.090 0.453 -5.209 -4.131 -2.902
factor(worker_id)2:factor(category_id)-11.5 100 0 -1.456 0.418 -2.486 -1.485 -0.404
factor(worker_id)-1:factor(category_id)-10.5 100 0 -0.633 0.418 -1.597 -0.639 0.432
factor(worker_id)0:factor(category_id)-10.5 100 0 0.750 0.500 -0.384 0.712 1.988
factor(worker_id)1:factor(category_id)-10.5 100 0 -2.415 0.436 -3.554 -2.419 -1.332
factor(worker_id)2:factor(category_id)-10.5 100 0 -2.148 0.441 -3.324 -2.167 -0.975
factor(worker_id)-1:factor(category_id)-9.5 100 0 -0.098 0.451 -1.141 -0.086 0.998
factor(worker_id)0:factor(category_id)-9.5 100 0 0.782 0.479 -0.505 0.770 1.933
factor(worker_id)1:factor(category_id)-9.5 100 0 -1.486 0.483 -2.551 -1.498 -0.002
factor(worker_id)2:factor(category_id)-9.5 100 0 0.219 0.423 -0.717 0.226 1.430
factor(worker_id)-1:factor(category_id)-8.5 100 0 -2.885 0.404 -3.653 -2.924 -1.616
factor(worker_id)0:factor(category_id)-8.5 100 0 0.034 0.452 -0.982 0.114 1.039
factor(worker_id)1:factor(category_id)-8.5 100 0 -3.588 0.457 -4.569 -3.589 -2.543
factor(worker_id)2:factor(category_id)-8.5 100 0 -3.493 0.399 -4.464 -3.478 -2.233
factor(worker_id)-1:factor(category_id)-7.5 100 0 -1.634 0.456 -2.720 -1.634 -0.347
factor(worker_id)0:factor(category_id)-7.5 100 0 -1.301 0.488 -2.615 -1.306 0.071
factor(worker_id)1:factor(category_id)-7.5 100 0 -2.786 0.481 -3.740 -2.807 -1.558
factor(worker_id)2:factor(category_id)-7.5 100 0 -3.147 0.467 -4.287 -3.183 -1.903
factor(worker_id)-1:factor(category_id)-6.5 100 0 -1.915 0.463 -3.200 -1.866 -0.875
factor(worker_id)0:factor(category_id)-6.5 100 0 0.051 0.442 -1.057 0.033 1.119
factor(worker_id)1:factor(category_id)-6.5 100 0 -2.967 0.460 -4.079 -3.007 -1.910
factor(worker_id)2:factor(category_id)-6.5 100 0 -3.760 0.400 -4.896 -3.780 -2.813
factor(worker_id)-1:factor(category_id)-5.5 100 0 -2.392 0.442 -3.384 -2.381 -1.145
factor(worker_id)0:factor(category_id)-5.5 100 0 -0.382 0.478 -1.864 -0.440 0.896
factor(worker_id)1:factor(category_id)-5.5 100 0 -3.495 0.458 -4.603 -3.456 -2.169
factor(worker_id)2:factor(category_id)-5.5 100 0 -1.791 0.451 -2.985 -1.801 -0.688
factor(worker_id)-1:factor(category_id)-4.5 100 0 -1.806 0.421 -2.588 -1.847 -0.799
factor(worker_id)0:factor(category_id)-4.5 100 0 -0.261 0.479 -1.397 -0.266 1.037
factor(worker_id)1:factor(category_id)-4.5 100 0 -2.373 0.480 -3.651 -2.372 -1.340
factor(worker_id)2:factor(category_id)-4.5 100 0 -1.535 0.437 -2.534 -1.533 -0.290
factor(worker_id)-1:factor(category_id)-3.5 100 0 -0.364 0.436 -1.629 -0.331 0.709
factor(worker_id)0:factor(category_id)-3.5 100 0 2.389 0.450 1.153 2.454 3.570
factor(worker_id)1:factor(category_id)-3.5 100 0 -0.695 0.478 -2.023 -0.677 0.574
factor(worker_id)2:factor(category_id)-3.5 100 0 -1.215 0.486 -2.633 -1.171 0.388
factor(worker_id)-1:factor(category_id)-2.5 100 0 -3.158 0.428 -4.293 -3.154 -2.069
factor(worker_id)0:factor(category_id)-2.5 100 0 -1.931 0.492 -3.159 -1.931 -0.709
factor(worker_id)1:factor(category_id)-2.5 100 0 -4.617 0.462 -5.519 -4.611 -3.708
factor(worker_id)2:factor(category_id)-2.5 100 0 -0.419 0.399 -1.503 -0.420 0.575
factor(worker_id)-1:factor(category_id)-1.5 100 0 -0.664 0.436 -1.540 -0.722 0.858
factor(worker_id)0:factor(category_id)-1.5 100 0 1.268 0.447 0.237 1.228 2.322
factor(worker_id)1:factor(category_id)-1.5 100 0 -1.203 0.449 -2.333 -1.247 -0.084
factor(worker_id)2:factor(category_id)-1.5 100 0 -1.046 0.419 -2.081 -1.071 0.073
factor(worker_id)-1:factor(category_id)-0.5 100 0 -3.449 0.444 -4.418 -3.425 -2.091
factor(worker_id)0:factor(category_id)-0.5 100 0 -1.840 0.499 -3.001 -1.887 -0.412
factor(worker_id)1:factor(category_id)-0.5 100 0 -5.673 0.463 -7.069 -5.658 -4.594
factor(worker_id)2:factor(category_id)-0.5 100 0 -3.421 0.409 -4.238 -3.439 -2.544
factor(worker_id)-1:factor(category_id)0.5 100 0 -0.391 0.464 -1.609 -0.393 0.457
factor(worker_id)0:factor(category_id)0.5 100 0 0.842 0.500 -0.447 0.844 1.982
factor(worker_id)1:factor(category_id)0.5 100 0 -2.896 0.471 -4.193 -2.860 -1.977
factor(worker_id)2:factor(category_id)0.5 100 0 -0.562 0.452 -1.723 -0.504 0.425
factor(worker_id)-1:factor(category_id)1.5 100 0 -2.011 0.447 -3.203 -2.077 -0.719
factor(worker_id)0:factor(category_id)1.5 100 0 -0.411 0.416 -1.637 -0.432 0.575
factor(worker_id)1:factor(category_id)1.5 100 0 -4.965 0.437 -6.167 -4.938 -4.095
factor(worker_id)2:factor(category_id)1.5 100 0 -2.780 0.414 -3.604 -2.744 -1.957
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.215 0.454 -1.138 -0.266 0.952
factor(worker_id)0:factor(category_id)2.5 100 0 -0.005 0.496 -1.446 0.063 1.072
factor(worker_id)1:factor(category_id)2.5 100 0 -2.835 0.462 -3.853 -2.838 -1.525
factor(worker_id)2:factor(category_id)2.5 100 0 0.147 0.417 -0.815 0.060 1.289
factor(worker_id)-1:factor(category_id)3.5 100 0 -2.985 0.526 -4.060 -3.006 -1.282
factor(worker_id)0:factor(category_id)3.5 100 0 -1.641 0.538 -2.872 -1.649 -0.451
factor(worker_id)1:factor(category_id)3.5 100 0 -4.035 0.467 -5.003 -4.050 -2.988
factor(worker_id)2:factor(category_id)3.5 100 0 -1.668 0.479 -2.700 -1.661 -0.618
factor(worker_id)-1:factor(category_id)4.5 100 0 -2.120 0.503 -3.105 -2.073 -0.770
factor(worker_id)0:factor(category_id)4.5 100 0 -1.488 0.424 -2.390 -1.493 -0.052
factor(worker_id)1:factor(category_id)4.5 100 0 -1.640 0.478 -2.707 -1.658 -0.552
factor(worker_id)2:factor(category_id)4.5 100 0 -0.628 0.481 -2.176 -0.621 0.473
factor(worker_id)-1:factor(category_id)5.5 100 0 -2.163 0.401 -2.996 -2.148 -1.074
factor(worker_id)0:factor(category_id)5.5 100 0 0.979 0.427 -0.420 1.028 1.918
factor(worker_id)1:factor(category_id)5.5 100 0 -3.039 0.457 -4.165 -3.030 -1.791
factor(worker_id)2:factor(category_id)5.5 100 0 -2.124 0.450 -3.718 -2.134 -1.046
factor(worker_id)-1:factor(category_id)6.5 100 0 -3.652 0.399 -4.660 -3.695 -2.660
factor(worker_id)0:factor(category_id)6.5 100 0 -2.852 0.483 -3.956 -2.832 -1.749
factor(worker_id)1:factor(category_id)6.5 100 0 -3.821 0.386 -4.696 -3.877 -2.892
factor(worker_id)2:factor(category_id)6.5 100 0 -2.463 0.364 -3.486 -2.468 -1.544
factor(worker_id)-1:factor(category_id)7.5 100 0 2.410 0.413 1.520 2.426 3.584
factor(worker_id)0:factor(category_id)7.5 100 0 0.606 0.457 -0.287 0.565 1.795
factor(worker_id)1:factor(category_id)7.5 100 0 -1.325 0.442 -2.376 -1.311 -0.331
factor(worker_id)2:factor(category_id)7.5 100 0 -2.175 0.435 -3.090 -2.112 -1.262
factor(worker_id)-1:factor(category_id)8.5 100 0 -0.955 0.468 -2.134 -0.973 0.342
factor(worker_id)0:factor(category_id)8.5 100 0 -0.129 0.504 -1.281 -0.119 0.978
factor(worker_id)1:factor(category_id)8.5 100 0 -5.064 0.436 -6.127 -5.074 -4.150
factor(worker_id)2:factor(category_id)8.5 100 0 -1.567 0.423 -2.721 -1.552 -0.416
factor(worker_id)-1:factor(category_id)9.5 100 0 -2.993 0.453 -4.103 -2.990 -1.816
factor(worker_id)0:factor(category_id)9.5 100 0 -0.657 0.443 -1.786 -0.632 0.390
factor(worker_id)1:factor(category_id)9.5 100 0 -4.301 0.446 -5.303 -4.354 -3.235
factor(worker_id)2:factor(category_id)9.5 100 0 -2.207 0.443 -3.486 -2.236 -1.083
factor(worker_id)-1:factor(category_id)10.5 100 0 -3.473 0.445 -4.429 -3.443 -2.481
factor(worker_id)0:factor(category_id)10.5 100 0 -0.552 0.469 -1.688 -0.467 0.668
factor(worker_id)1:factor(category_id)10.5 100 0 -5.014 0.473 -6.650 -5.016 -3.973
factor(worker_id)2:factor(category_id)10.5 100 0 -3.250 0.459 -4.455 -3.212 -2.069
factor(worker_id)-1:factor(category_id)11.5 100 0 -0.843 0.412 -1.704 -0.832 0.177
factor(worker_id)0:factor(category_id)11.5 100 0 1.773 0.516 0.393 1.808 3.072
factor(worker_id)1:factor(category_id)11.5 100 0 -1.459 0.470 -2.496 -1.443 -0.471
factor(worker_id)2:factor(category_id)11.5 100 0 -0.381 0.423 -1.736 -0.376 0.710
factor(worker_id)-1:factor(category_id)12.5 100 0 -1.073 0.459 -2.469 -1.049 0.392
factor(worker_id)0:factor(category_id)12.5 100 0 0.000 0.511 -1.105 -0.084 1.114
factor(worker_id)1:factor(category_id)12.5 100 0 -3.618 0.482 -4.692 -3.606 -2.353
factor(worker_id)2:factor(category_id)12.5 100 0 -2.252 0.462 -3.186 -2.253 -1.140
factor(worker_id)-1:factor(category_id)13.5 100 0 -1.254 0.454 -2.386 -1.280 0.028
factor(worker_id)0:factor(category_id)13.5 100 0 0.307 0.477 -0.942 0.330 1.500
factor(worker_id)1:factor(category_id)13.5 100 0 -2.479 0.448 -3.425 -2.477 -1.431
factor(worker_id)2:factor(category_id)13.5 100 0 -0.281 0.430 -1.440 -0.297 0.827
factor(worker_id)-1:factor(category_id)14.5 100 0 -2.821 0.439 -3.803 -2.803 -1.482
factor(worker_id)0:factor(category_id)14.5 100 0 -3.077 0.480 -4.158 -3.095 -1.793
factor(worker_id)1:factor(category_id)14.5 100 0 -1.149 0.491 -2.264 -1.190 0.055
factor(worker_id)2:factor(category_id)14.5 100 0 -2.413 0.457 -3.385 -2.440 -1.380

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -18.519 0.226 -18.990 -18.492 -17.883
factor(worker_id)-1 100 0 -1.147 0.310 -2.046 -1.141 -0.529
factor(worker_id)0 100 0 -0.828 0.357 -1.704 -0.867 0.064
factor(worker_id)1 100 0 2.854 0.341 2.076 2.883 3.559
factor(worker_id)2 100 0 1.488 0.296 0.744 1.447 2.221
factor(category_id)-13.5 100 0 -3.568 0.330 -4.318 -3.542 -2.808
factor(category_id)-12.5 100 0 -4.424 0.292 -5.368 -4.401 -3.840
factor(category_id)-11.5 100 0 -3.876 0.301 -4.528 -3.893 -3.038
factor(category_id)-10.5 100 0 -5.527 0.311 -6.109 -5.533 -4.695
factor(category_id)-9.5 100 0 -5.695 0.340 -6.564 -5.695 -4.960
factor(category_id)-8.5 100 0 -3.988 0.307 -4.726 -3.977 -3.283
factor(category_id)-7.5 100 0 -4.421 0.314 -5.305 -4.440 -3.751
factor(category_id)-6.5 100 0 -4.383 0.327 -5.175 -4.381 -3.535
factor(category_id)-5.5 100 0 -2.884 0.326 -3.871 -2.906 -1.976
factor(category_id)-4.5 100 0 -5.009 0.305 -5.601 -5.022 -4.244
factor(category_id)-3.5 100 0 -4.318 0.309 -5.427 -4.343 -3.374
factor(category_id)-2.5 100 0 -1.859 0.328 -2.531 -1.876 -1.028
factor(category_id)-1.5 100 0 -3.877 0.311 -4.826 -3.894 -3.096
factor(category_id)-0.5 100 0 -1.583 0.344 -2.376 -1.556 -0.649
factor(category_id)0.5 100 0 -5.231 0.333 -6.085 -5.266 -4.430
factor(category_id)1.5 100 0 -4.374 0.301 -5.093 -4.357 -3.699
factor(category_id)2.5 100 0 -5.702 0.349 -6.636 -5.707 -4.994
factor(category_id)3.5 100 0 -3.119 0.364 -3.874 -3.102 -2.072
factor(category_id)4.5 100 0 -4.611 0.343 -5.662 -4.596 -3.847
factor(category_id)5.5 100 0 -2.046 0.305 -2.927 -2.093 -0.884
factor(category_id)6.5 100 0 -3.080 0.292 -3.760 -3.094 -2.396
factor(category_id)7.5 100 0 -4.850 0.314 -5.475 -4.867 -3.948
factor(category_id)8.5 100 0 -5.110 0.320 -5.950 -5.123 -4.335
factor(category_id)9.5 100 0 -2.494 0.310 -3.089 -2.495 -1.683
factor(category_id)10.5 100 0 -3.220 0.292 -3.819 -3.230 -2.504
factor(category_id)11.5 100 0 22.140 0.323 21.362 22.141 22.879

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)-13.5 0
factor(worker_id)0:factor(category_id)-13.5 0
factor(worker_id)1:factor(category_id)-13.5 0
factor(worker_id)2:factor(category_id)-13.5 0
factor(worker_id)-1:factor(category_id)-12.5 0
factor(worker_id)0:factor(category_id)-12.5 0.1
factor(worker_id)1:factor(category_id)-12.5 0
factor(worker_id)2:factor(category_id)-12.5 0
factor(worker_id)-1:factor(category_id)-11.5 0
factor(worker_id)0:factor(category_id)-11.5 0.17
factor(worker_id)1:factor(category_id)-11.5 0
factor(worker_id)2:factor(category_id)-11.5 0
factor(worker_id)-1:factor(category_id)-10.5 0
factor(worker_id)0:factor(category_id)-10.5 0.39
factor(worker_id)1:factor(category_id)-10.5 0
factor(worker_id)2:factor(category_id)-10.5 0
factor(worker_id)-1:factor(category_id)-9.5 0.01
factor(worker_id)0:factor(category_id)-9.5 0.45
factor(worker_id)1:factor(category_id)-9.5 0
factor(worker_id)2:factor(category_id)-9.5 0.04
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 0.03
factor(worker_id)1:factor(category_id)-8.5 0
factor(worker_id)2:factor(category_id)-8.5 0
factor(worker_id)-1:factor(category_id)-7.5 0
factor(worker_id)0:factor(category_id)-7.5 0
factor(worker_id)1:factor(category_id)-7.5 0
factor(worker_id)2:factor(category_id)-7.5 0
factor(worker_id)-1:factor(category_id)-6.5 0
factor(worker_id)0:factor(category_id)-6.5 0.05
factor(worker_id)1:factor(category_id)-6.5 0
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0.01
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 0
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 0.01
factor(worker_id)1:factor(category_id)-4.5 0
factor(worker_id)2:factor(category_id)-4.5 0
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 1
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0.79
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0.48
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0.03
factor(worker_id)0:factor(category_id)2.5 0.02
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0.06
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0.63
factor(worker_id)1:factor(category_id)5.5 0
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0
factor(worker_id)-1:factor(category_id)7.5 1
factor(worker_id)0:factor(category_id)7.5 0.28
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 0
factor(worker_id)0:factor(category_id)8.5 0.02
factor(worker_id)1:factor(category_id)8.5 0
factor(worker_id)2:factor(category_id)8.5 0
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 0
factor(worker_id)-1:factor(category_id)10.5 0
factor(worker_id)0:factor(category_id)10.5 0
factor(worker_id)1:factor(category_id)10.5 0
factor(worker_id)2:factor(category_id)10.5 0
factor(worker_id)-1:factor(category_id)11.5 0
factor(worker_id)0:factor(category_id)11.5 0.95
factor(worker_id)1:factor(category_id)11.5 0
factor(worker_id)2:factor(category_id)11.5 0
factor(worker_id)-1:factor(category_id)12.5 0
factor(worker_id)0:factor(category_id)12.5 0.05
factor(worker_id)1:factor(category_id)12.5 0
factor(worker_id)2:factor(category_id)12.5 0
factor(worker_id)-1:factor(category_id)13.5 0
factor(worker_id)0:factor(category_id)13.5 0.12
factor(worker_id)1:factor(category_id)13.5 0
factor(worker_id)2:factor(category_id)13.5 0
factor(worker_id)-1:factor(category_id)14.5 0
factor(worker_id)0:factor(category_id)14.5 0
factor(worker_id)1:factor(category_id)14.5 0
factor(worker_id)2:factor(category_id)14.5 0

Significant match effect number = 3 out of 116

num_process = 30, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -17.020 0.173 -17.407 -17.028 -16.459
factor(worker_id)-1 100 0 0.171 0.248 -0.378 0.166 0.778
factor(worker_id)0 100 0 2.233 0.259 1.547 2.213 2.912
factor(worker_id)1 100 0 3.358 0.281 2.746 3.336 4.079
factor(worker_id)2 100 0 3.575 0.254 2.754 3.568 4.094
factor(category_id)-13.5 100 0 2.549 0.247 1.900 2.537 3.349
factor(category_id)-12.5 100 0 2.751 0.262 1.978 2.754 3.321
factor(category_id)-11.5 100 0 3.199 0.260 2.530 3.239 3.707
factor(category_id)-10.5 100 0 3.835 0.258 3.201 3.867 4.452
factor(category_id)-9.5 100 0 3.916 0.235 3.391 3.899 4.395
factor(category_id)-8.5 100 0 6.086 0.228 5.345 6.100 6.467
factor(category_id)-7.5 100 0 8.098 0.249 7.419 8.092 8.704
factor(category_id)-6.5 100 0 8.276 0.244 7.588 8.278 8.991
factor(category_id)-5.5 100 0 8.791 0.256 7.997 8.782 9.286
factor(category_id)-4.5 100 0 9.989 0.261 9.253 9.999 10.519
factor(category_id)-3.5 100 0 12.008 0.267 11.311 11.992 12.603
factor(category_id)-2.5 100 0 12.729 0.238 12.211 12.738 13.231
factor(category_id)-1.5 100 0 13.467 0.235 12.819 13.458 13.935
factor(category_id)-0.5 100 0 14.961 0.268 14.154 14.983 15.480
factor(category_id)0.5 100 0 16.232 0.264 15.545 16.254 16.861
factor(category_id)1.5 100 0 14.422 0.271 13.846 14.452 15.021
factor(category_id)2.5 100 0 17.233 0.238 16.686 17.270 17.748
factor(category_id)3.5 100 0 18.204 0.278 17.599 18.203 18.893
factor(category_id)4.5 100 0 20.325 0.259 19.526 20.350 20.925
factor(category_id)5.5 100 0 21.090 0.243 20.316 21.076 21.735
factor(category_id)6.5 100 0 21.756 0.263 21.170 21.793 22.278
factor(category_id)7.5 100 0 21.670 0.250 21.082 21.653 22.302
factor(category_id)8.5 100 0 22.803 0.221 22.020 22.787 23.391
factor(category_id)9.5 100 0 24.684 0.247 23.922 24.701 25.326
factor(category_id)10.5 100 0 24.905 0.251 24.339 24.888 25.572
factor(category_id)11.5 100 0 25.968 0.247 25.253 25.979 26.517
factor(category_id)12.5 100 0 26.505 0.224 25.891 26.469 27.147
factor(category_id)13.5 100 0 27.571 0.233 26.981 27.579 28.268
factor(category_id)14.5 100 0 29.872 0.250 29.131 29.857 30.410
factor(worker_id)-1:factor(category_id)-13.5 100 0 -0.231 0.358 -1.112 -0.209 0.477
factor(worker_id)0:factor(category_id)-13.5 100 0 0.576 0.359 -0.269 0.546 1.506
factor(worker_id)1:factor(category_id)-13.5 100 0 -0.493 0.405 -1.550 -0.478 0.391
factor(worker_id)2:factor(category_id)-13.5 100 0 -2.409 0.364 -3.612 -2.431 -1.492
factor(worker_id)-1:factor(category_id)-12.5 100 0 -0.263 0.357 -1.095 -0.266 0.583
factor(worker_id)0:factor(category_id)-12.5 100 0 -1.628 0.371 -2.517 -1.633 -0.638
factor(worker_id)1:factor(category_id)-12.5 100 0 -1.438 0.412 -2.520 -1.406 -0.381
factor(worker_id)2:factor(category_id)-12.5 100 0 0.955 0.387 -0.051 0.946 1.890
factor(worker_id)-1:factor(category_id)-11.5 100 0 1.534 0.342 0.738 1.573 2.331
factor(worker_id)0:factor(category_id)-11.5 100 0 0.660 0.369 -0.331 0.659 1.585
factor(worker_id)1:factor(category_id)-11.5 100 0 0.415 0.401 -0.630 0.371 1.935
factor(worker_id)2:factor(category_id)-11.5 100 0 -0.851 0.385 -1.866 -0.857 -0.016
factor(worker_id)-1:factor(category_id)-10.5 100 0 2.126 0.317 1.428 2.120 2.959
factor(worker_id)0:factor(category_id)-10.5 100 0 1.320 0.366 0.628 1.334 2.257
factor(worker_id)1:factor(category_id)-10.5 100 0 1.065 0.385 0.215 1.068 2.156
factor(worker_id)2:factor(category_id)-10.5 100 0 0.296 0.392 -0.678 0.297 1.451
factor(worker_id)-1:factor(category_id)-9.5 100 0 4.782 0.327 4.080 4.779 5.632
factor(worker_id)0:factor(category_id)-9.5 100 0 1.731 0.371 0.812 1.741 2.878
factor(worker_id)1:factor(category_id)-9.5 100 0 0.863 0.410 -0.147 0.839 1.677
factor(worker_id)2:factor(category_id)-9.5 100 0 3.031 0.383 2.108 3.043 4.034
factor(worker_id)-1:factor(category_id)-8.5 100 0 2.630 0.341 2.007 2.621 3.798
factor(worker_id)0:factor(category_id)-8.5 100 0 -0.169 0.306 -0.935 -0.150 0.464
factor(worker_id)1:factor(category_id)-8.5 100 0 0.900 0.376 -0.152 0.910 1.776
factor(worker_id)2:factor(category_id)-8.5 100 0 0.425 0.324 -0.372 0.425 1.303
factor(worker_id)-1:factor(category_id)-7.5 100 0 1.047 0.379 0.271 1.050 1.847
factor(worker_id)0:factor(category_id)-7.5 100 0 0.278 0.337 -0.537 0.279 1.052
factor(worker_id)1:factor(category_id)-7.5 100 0 0.650 0.401 -0.164 0.666 1.850
factor(worker_id)2:factor(category_id)-7.5 100 0 1.330 0.358 0.402 1.362 2.391
factor(worker_id)-1:factor(category_id)-6.5 100 0 0.023 0.336 -0.785 0.013 0.796
factor(worker_id)0:factor(category_id)-6.5 100 0 -0.276 0.337 -1.180 -0.247 0.490
factor(worker_id)1:factor(category_id)-6.5 100 0 0.908 0.366 -0.037 0.885 1.697
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.450 0.343 -1.414 -0.465 0.679
factor(worker_id)-1:factor(category_id)-5.5 100 0 1.177 0.361 0.267 1.201 1.957
factor(worker_id)0:factor(category_id)-5.5 100 0 -0.755 0.375 -1.917 -0.784 0.401
factor(worker_id)1:factor(category_id)-5.5 100 0 0.330 0.380 -0.494 0.355 1.311
factor(worker_id)2:factor(category_id)-5.5 100 0 3.123 0.360 2.055 3.133 4.108
factor(worker_id)-1:factor(category_id)-4.5 100 0 0.841 0.357 -0.105 0.865 2.004
factor(worker_id)0:factor(category_id)-4.5 100 0 0.175 0.364 -0.595 0.150 1.199
factor(worker_id)1:factor(category_id)-4.5 100 0 0.997 0.377 0.177 0.993 1.961
factor(worker_id)2:factor(category_id)-4.5 100 0 0.041 0.401 -0.777 0.072 1.201
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.576 0.346 -0.720 0.586 1.575
factor(worker_id)0:factor(category_id)-3.5 100 0 0.225 0.381 -0.704 0.191 1.187
factor(worker_id)1:factor(category_id)-3.5 100 0 -0.589 0.415 -1.798 -0.536 0.461
factor(worker_id)2:factor(category_id)-3.5 100 0 0.389 0.392 -0.549 0.337 1.355
factor(worker_id)-1:factor(category_id)-2.5 100 0 1.322 0.359 0.286 1.313 2.110
factor(worker_id)0:factor(category_id)-2.5 100 0 0.024 0.355 -0.753 0.104 0.863
factor(worker_id)1:factor(category_id)-2.5 100 0 -1.332 0.370 -2.368 -1.304 -0.623
factor(worker_id)2:factor(category_id)-2.5 100 0 -0.715 0.374 -1.664 -0.653 0.236
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.611 0.376 -0.556 0.604 1.489
factor(worker_id)0:factor(category_id)-1.5 100 0 -1.390 0.351 -2.293 -1.393 -0.227
factor(worker_id)1:factor(category_id)-1.5 100 0 2.416 0.364 1.675 2.448 3.612
factor(worker_id)2:factor(category_id)-1.5 100 0 0.554 0.344 -0.407 0.559 1.457
factor(worker_id)-1:factor(category_id)-0.5 100 0 0.245 0.347 -0.573 0.235 1.106
factor(worker_id)0:factor(category_id)-0.5 100 0 -0.385 0.398 -1.311 -0.363 0.565
factor(worker_id)1:factor(category_id)-0.5 100 0 -0.459 0.370 -1.314 -0.468 0.449
factor(worker_id)2:factor(category_id)-0.5 100 0 -1.429 0.378 -2.199 -1.432 -0.308
factor(worker_id)-1:factor(category_id)0.5 100 0 -0.480 0.364 -1.385 -0.427 0.305
factor(worker_id)0:factor(category_id)0.5 100 0 -0.517 0.352 -1.285 -0.548 0.330
factor(worker_id)1:factor(category_id)0.5 100 0 -0.933 0.381 -1.920 -0.900 0.030
factor(worker_id)2:factor(category_id)0.5 100 0 1.233 0.384 0.361 1.223 2.192
factor(worker_id)-1:factor(category_id)1.5 100 0 3.239 0.354 2.361 3.222 4.213
factor(worker_id)0:factor(category_id)1.5 100 0 1.483 0.413 0.473 1.507 2.484
factor(worker_id)1:factor(category_id)1.5 100 0 1.156 0.385 0.267 1.187 1.893
factor(worker_id)2:factor(category_id)1.5 100 0 2.205 0.387 1.322 2.159 3.198
factor(worker_id)-1:factor(category_id)2.5 100 0 0.175 0.331 -0.640 0.182 1.072
factor(worker_id)0:factor(category_id)2.5 100 0 -0.538 0.373 -1.604 -0.529 0.356
factor(worker_id)1:factor(category_id)2.5 100 0 -0.863 0.384 -1.735 -0.873 0.043
factor(worker_id)2:factor(category_id)2.5 100 0 -0.174 0.363 -1.065 -0.151 0.677
factor(worker_id)-1:factor(category_id)3.5 100 0 0.215 0.369 -1.004 0.245 1.063
factor(worker_id)0:factor(category_id)3.5 100 0 -0.632 0.379 -1.571 -0.646 0.087
factor(worker_id)1:factor(category_id)3.5 100 0 0.684 0.437 -0.327 0.614 1.585
factor(worker_id)2:factor(category_id)3.5 100 0 -0.942 0.351 -1.694 -0.968 -0.058
factor(worker_id)-1:factor(category_id)4.5 100 0 1.861 0.343 1.156 1.841 2.669
factor(worker_id)0:factor(category_id)4.5 100 0 -0.939 0.378 -1.672 -0.917 0.124
factor(worker_id)1:factor(category_id)4.5 100 0 -0.146 0.397 -0.975 -0.116 0.676
factor(worker_id)2:factor(category_id)4.5 100 0 0.703 0.325 -0.095 0.697 1.509
factor(worker_id)-1:factor(category_id)5.5 100 0 -0.861 0.308 -1.604 -0.847 -0.262
factor(worker_id)0:factor(category_id)5.5 100 0 -2.162 0.379 -3.247 -2.129 -1.309
factor(worker_id)1:factor(category_id)5.5 100 0 -0.051 0.333 -1.073 -0.041 0.911
factor(worker_id)2:factor(category_id)5.5 100 0 0.825 0.343 0.064 0.793 2.030
factor(worker_id)-1:factor(category_id)6.5 100 0 1.449 0.349 0.472 1.454 2.310
factor(worker_id)0:factor(category_id)6.5 100 0 1.408 0.365 0.608 1.419 2.443
factor(worker_id)1:factor(category_id)6.5 100 0 0.011 0.410 -0.914 0.022 0.980
factor(worker_id)2:factor(category_id)6.5 100 0 2.125 0.390 1.147 2.164 3.043
factor(worker_id)-1:factor(category_id)7.5 100 0 0.163 0.339 -0.816 0.126 0.906
factor(worker_id)0:factor(category_id)7.5 100 0 -0.485 0.371 -1.582 -0.494 0.328
factor(worker_id)1:factor(category_id)7.5 100 0 -0.058 0.362 -0.939 -0.078 0.674
factor(worker_id)2:factor(category_id)7.5 100 0 1.947 0.356 1.017 1.962 2.919
factor(worker_id)-1:factor(category_id)8.5 100 0 -0.051 0.325 -1.166 0.009 0.636
factor(worker_id)0:factor(category_id)8.5 100 0 -1.000 0.331 -1.939 -1.014 -0.251
factor(worker_id)1:factor(category_id)8.5 100 0 1.327 0.349 0.182 1.324 2.204
factor(worker_id)2:factor(category_id)8.5 100 0 1.806 0.324 1.137 1.785 3.019
factor(worker_id)-1:factor(category_id)9.5 100 0 1.224 0.371 0.403 1.274 2.116
factor(worker_id)0:factor(category_id)9.5 100 0 -0.704 0.332 -1.655 -0.716 0.158
factor(worker_id)1:factor(category_id)9.5 100 0 -2.028 0.405 -2.986 -2.017 -0.985
factor(worker_id)2:factor(category_id)9.5 100 0 1.999 0.350 1.205 1.949 2.984
factor(worker_id)-1:factor(category_id)10.5 100 0 3.078 0.361 2.255 3.055 4.142
factor(worker_id)0:factor(category_id)10.5 100 0 -0.824 0.375 -1.739 -0.799 0.123
factor(worker_id)1:factor(category_id)10.5 100 0 -1.074 0.374 -2.259 -1.029 -0.302
factor(worker_id)2:factor(category_id)10.5 100 0 1.283 0.354 0.443 1.259 2.274
factor(worker_id)-1:factor(category_id)11.5 100 0 2.632 0.352 1.896 2.635 3.718
factor(worker_id)0:factor(category_id)11.5 100 0 -0.689 0.356 -1.477 -0.695 0.535
factor(worker_id)1:factor(category_id)11.5 100 0 1.001 0.392 -0.123 1.048 2.101
factor(worker_id)2:factor(category_id)11.5 100 0 0.465 0.370 -0.388 0.487 1.291
factor(worker_id)-1:factor(category_id)12.5 100 0 1.784 0.345 0.981 1.756 2.565
factor(worker_id)0:factor(category_id)12.5 100 0 0.260 0.372 -0.660 0.294 1.196
factor(worker_id)1:factor(category_id)12.5 100 0 0.387 0.365 -0.667 0.395 1.240
factor(worker_id)2:factor(category_id)12.5 100 0 -0.093 0.318 -0.758 -0.090 0.602
factor(worker_id)-1:factor(category_id)13.5 100 0 3.008 0.359 2.269 3.017 3.938
factor(worker_id)0:factor(category_id)13.5 100 0 1.167 0.408 0.165 1.148 2.394
factor(worker_id)1:factor(category_id)13.5 100 0 2.268 0.343 1.534 2.229 3.013
factor(worker_id)2:factor(category_id)13.5 100 0 0.281 0.363 -0.676 0.275 1.243
factor(worker_id)-1:factor(category_id)14.5 100 0 1.204 0.364 0.356 1.206 2.261
factor(worker_id)0:factor(category_id)14.5 100 0 -0.714 0.346 -1.655 -0.732 0.305
factor(worker_id)1:factor(category_id)14.5 100 0 -0.930 0.374 -1.905 -0.937 -0.082
factor(worker_id)2:factor(category_id)14.5 100 0 -0.161 0.331 -1.024 -0.180 1.109

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -18.477 0.173 -18.864 -18.485 -17.915
factor(worker_id)-1 100 0 -1.202 0.248 -1.751 -1.207 -0.595
factor(worker_id)0 100 0 -1.195 0.259 -1.881 -1.216 -0.516
factor(worker_id)1 100 0 0.673 0.281 0.061 0.651 1.394
factor(worker_id)2 100 0 -1.414 0.254 -2.236 -1.422 -0.896
factor(category_id)-13.5 100 0 -3.761 0.247 -4.411 -3.774 -2.961
factor(category_id)-12.5 100 0 -3.424 0.262 -4.197 -3.421 -2.854
factor(category_id)-11.5 100 0 -5.167 0.260 -5.836 -5.127 -4.659
factor(category_id)-10.5 100 0 -6.288 0.258 -6.922 -6.256 -5.671
factor(category_id)-9.5 100 0 -6.638 0.235 -7.163 -6.655 -6.159
factor(category_id)-8.5 100 0 -4.423 0.228 -5.164 -4.409 -4.042
factor(category_id)-7.5 100 0 -4.309 0.249 -4.988 -4.314 -3.703
factor(category_id)-6.5 100 0 -4.519 0.244 -5.207 -4.517 -3.804
factor(category_id)-5.5 100 0 -3.995 0.256 -4.788 -4.003 -3.500
factor(category_id)-4.5 100 0 -7.285 0.261 -8.021 -7.274 -6.754
factor(category_id)-3.5 100 0 -3.895 0.267 -4.591 -3.910 -3.299
factor(category_id)-2.5 100 0 -3.964 0.238 -4.482 -3.955 -3.462
factor(category_id)-1.5 100 0 -3.490 0.235 -4.138 -3.499 -3.022
factor(category_id)-0.5 100 0 -2.794 0.268 -3.601 -2.772 -2.275
factor(category_id)0.5 100 0 -4.073 0.264 -4.760 -4.050 -3.444
factor(category_id)1.5 100 0 -7.168 0.271 -7.744 -7.138 -6.569
factor(category_id)2.5 100 0 -5.210 0.238 -5.757 -5.174 -4.695
factor(category_id)3.5 100 0 -4.949 0.278 -5.554 -4.950 -4.260
factor(category_id)4.5 100 0 -2.659 0.259 -3.458 -2.634 -2.059
factor(category_id)5.5 100 0 -4.447 0.243 -5.220 -4.461 -3.801
factor(category_id)6.5 100 0 -2.302 0.263 -2.888 -2.265 -1.780
factor(category_id)7.5 100 0 -3.518 0.250 -4.106 -3.535 -2.886
factor(category_id)8.5 100 0 -5.546 0.221 -6.330 -5.563 -4.959
factor(category_id)9.5 100 0 -3.577 0.247 -4.339 -3.560 -2.935
factor(category_id)10.5 100 0 -6.319 0.251 -6.885 -6.337 -5.652
factor(category_id)11.5 100 0 24.648 0.247 23.932 24.659 25.196

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.09
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)-13.5 0
factor(worker_id)0:factor(category_id)-13.5 0.36
factor(worker_id)1:factor(category_id)-13.5 0
factor(worker_id)2:factor(category_id)-13.5 0
factor(worker_id)-1:factor(category_id)-12.5 0
factor(worker_id)0:factor(category_id)-12.5 0
factor(worker_id)1:factor(category_id)-12.5 0
factor(worker_id)2:factor(category_id)-12.5 0.72
factor(worker_id)-1:factor(category_id)-11.5 1
factor(worker_id)0:factor(category_id)-11.5 0.41
factor(worker_id)1:factor(category_id)-11.5 0.24
factor(worker_id)2:factor(category_id)-11.5 0
factor(worker_id)-1:factor(category_id)-10.5 1
factor(worker_id)0:factor(category_id)-10.5 0.96
factor(worker_id)1:factor(category_id)-10.5 0.79
factor(worker_id)2:factor(category_id)-10.5 0.14
factor(worker_id)-1:factor(category_id)-9.5 1
factor(worker_id)0:factor(category_id)-9.5 1
factor(worker_id)1:factor(category_id)-9.5 0.69
factor(worker_id)2:factor(category_id)-9.5 1
factor(worker_id)-1:factor(category_id)-8.5 1
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 0.68
factor(worker_id)2:factor(category_id)-8.5 0.14
factor(worker_id)-1:factor(category_id)-7.5 0.8
factor(worker_id)0:factor(category_id)-7.5 0.1
factor(worker_id)1:factor(category_id)-7.5 0.42
factor(worker_id)2:factor(category_id)-7.5 0.96
factor(worker_id)-1:factor(category_id)-6.5 0.01
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 0.68
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 0.91
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 0.15
factor(worker_id)2:factor(category_id)-5.5 1
factor(worker_id)-1:factor(category_id)-4.5 0.68
factor(worker_id)0:factor(category_id)-4.5 0.07
factor(worker_id)1:factor(category_id)-4.5 0.77
factor(worker_id)2:factor(category_id)-4.5 0.05
factor(worker_id)-1:factor(category_id)-3.5 0.35
factor(worker_id)0:factor(category_id)-3.5 0.13
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0.19
factor(worker_id)-1:factor(category_id)-2.5 0.94
factor(worker_id)0:factor(category_id)-2.5 0.01
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0.41
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 1
factor(worker_id)2:factor(category_id)-1.5 0.35
factor(worker_id)-1:factor(category_id)-0.5 0.1
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0.9
factor(worker_id)-1:factor(category_id)1.5 1
factor(worker_id)0:factor(category_id)1.5 0.96
factor(worker_id)1:factor(category_id)1.5 0.87
factor(worker_id)2:factor(category_id)1.5 1
factor(worker_id)-1:factor(category_id)2.5 0.06
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 0.09
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0.44
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 1
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0.47
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0.01
factor(worker_id)2:factor(category_id)5.5 0.65
factor(worker_id)-1:factor(category_id)6.5 0.99
factor(worker_id)0:factor(category_id)6.5 0.98
factor(worker_id)1:factor(category_id)6.5 0.03
factor(worker_id)2:factor(category_id)6.5 1
factor(worker_id)-1:factor(category_id)7.5 0.07
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 1
factor(worker_id)-1:factor(category_id)8.5 0
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 0.98
factor(worker_id)2:factor(category_id)8.5 1
factor(worker_id)-1:factor(category_id)9.5 0.89
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)10.5 1
factor(worker_id)0:factor(category_id)10.5 0
factor(worker_id)1:factor(category_id)10.5 0
factor(worker_id)2:factor(category_id)10.5 0.96
factor(worker_id)-1:factor(category_id)11.5 1
factor(worker_id)0:factor(category_id)11.5 0
factor(worker_id)1:factor(category_id)11.5 0.77
factor(worker_id)2:factor(category_id)11.5 0.25
factor(worker_id)-1:factor(category_id)12.5 1
factor(worker_id)0:factor(category_id)12.5 0.1
factor(worker_id)1:factor(category_id)12.5 0.17
factor(worker_id)2:factor(category_id)12.5 0
factor(worker_id)-1:factor(category_id)13.5 1
factor(worker_id)0:factor(category_id)13.5 0.89
factor(worker_id)1:factor(category_id)13.5 1
factor(worker_id)2:factor(category_id)13.5 0.09
factor(worker_id)-1:factor(category_id)14.5 0.92
factor(worker_id)0:factor(category_id)14.5 0
factor(worker_id)1:factor(category_id)14.5 0
factor(worker_id)2:factor(category_id)14.5 0.01

Significant match effect number = 34 out of 116

num_process = 40, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -15.748 0.167 -16.150 -15.753 -15.378
factor(worker_id)-1 100 0 1.148 0.235 0.476 1.155 1.718
factor(worker_id)0 100 0 1.478 0.216 0.932 1.497 1.986
factor(worker_id)1 100 0 2.212 0.220 1.702 2.223 2.741
factor(worker_id)2 100 0 3.518 0.236 2.709 3.497 4.107
factor(category_id)-13.5 100 0 -1.294 0.225 -1.741 -1.295 -0.785
factor(category_id)-12.5 100 0 2.631 0.249 2.024 2.618 3.188
factor(category_id)-11.5 100 0 2.070 0.223 1.555 2.038 2.615
factor(category_id)-10.5 100 0 4.562 0.237 4.028 4.562 5.043
factor(category_id)-9.5 100 0 2.310 0.205 1.835 2.312 2.777
factor(category_id)-8.5 100 0 5.557 0.246 5.006 5.546 6.189
factor(category_id)-7.5 100 0 5.374 0.214 4.807 5.362 5.914
factor(category_id)-6.5 100 0 8.193 0.227 7.604 8.208 8.938
factor(category_id)-5.5 100 0 9.519 0.238 8.667 9.517 9.976
factor(category_id)-4.5 100 0 10.154 0.240 9.627 10.139 10.947
factor(category_id)-3.5 100 0 9.549 0.235 8.938 9.568 10.048
factor(category_id)-2.5 100 0 13.163 0.235 12.663 13.169 13.724
factor(category_id)-1.5 100 0 11.309 0.251 10.543 11.291 11.967
factor(category_id)-0.5 100 0 11.866 0.237 11.345 11.867 12.570
factor(category_id)0.5 100 0 16.120 0.215 15.520 16.128 16.668
factor(category_id)1.5 100 0 15.385 0.227 14.797 15.396 15.902
factor(category_id)2.5 100 0 13.437 0.224 12.686 13.474 13.939
factor(category_id)3.5 100 0 17.131 0.224 16.554 17.107 17.756
factor(category_id)4.5 100 0 17.796 0.204 17.253 17.801 18.293
factor(category_id)5.5 100 0 17.502 0.226 16.816 17.497 18.181
factor(category_id)6.5 100 0 20.323 0.228 19.853 20.312 20.849
factor(category_id)7.5 100 0 21.655 0.205 21.085 21.676 22.047
factor(category_id)8.5 100 0 21.869 0.232 21.335 21.880 22.462
factor(category_id)9.5 100 0 22.330 0.256 21.569 22.355 23.116
factor(category_id)10.5 100 0 25.196 0.237 24.510 25.193 25.778
factor(category_id)11.5 100 0 25.482 0.221 24.981 25.484 26.013
factor(category_id)12.5 100 0 25.539 0.225 24.982 25.529 26.065
factor(category_id)13.5 100 0 28.678 0.215 28.166 28.671 29.116
factor(category_id)14.5 100 0 28.785 0.211 28.308 28.800 29.229
factor(worker_id)-1:factor(category_id)-13.5 100 0 2.440 0.314 1.487 2.471 3.001
factor(worker_id)0:factor(category_id)-13.5 100 0 1.273 0.283 0.514 1.314 1.990
factor(worker_id)1:factor(category_id)-13.5 100 0 1.241 0.303 0.540 1.246 2.056
factor(worker_id)2:factor(category_id)-13.5 100 0 0.857 0.310 -0.313 0.865 1.499
factor(worker_id)-1:factor(category_id)-12.5 100 0 -0.288 0.325 -1.095 -0.237 0.532
factor(worker_id)0:factor(category_id)-12.5 100 0 -0.823 0.333 -1.647 -0.813 0.081
factor(worker_id)1:factor(category_id)-12.5 100 0 -0.366 0.319 -1.169 -0.358 0.431
factor(worker_id)2:factor(category_id)-12.5 100 0 0.717 0.346 0.052 0.661 1.745
factor(worker_id)-1:factor(category_id)-11.5 100 0 0.039 0.302 -0.568 0.059 0.788
factor(worker_id)0:factor(category_id)-11.5 100 0 -1.006 0.294 -1.733 -1.024 -0.348
factor(worker_id)1:factor(category_id)-11.5 100 0 0.799 0.303 0.120 0.820 1.497
factor(worker_id)2:factor(category_id)-11.5 100 0 0.399 0.300 -0.417 0.400 1.084
factor(worker_id)-1:factor(category_id)-10.5 100 0 -1.771 0.334 -2.398 -1.776 -0.980
factor(worker_id)0:factor(category_id)-10.5 100 0 0.592 0.272 -0.009 0.579 1.354
factor(worker_id)1:factor(category_id)-10.5 100 0 -1.935 0.338 -2.992 -1.937 -0.910
factor(worker_id)2:factor(category_id)-10.5 100 0 -0.321 0.328 -1.055 -0.308 0.684
factor(worker_id)-1:factor(category_id)-9.5 100 0 1.004 0.330 0.096 1.010 1.679
factor(worker_id)0:factor(category_id)-9.5 100 0 3.681 0.292 2.942 3.708 4.208
factor(worker_id)1:factor(category_id)-9.5 100 0 3.828 0.307 3.050 3.831 4.456
factor(worker_id)2:factor(category_id)-9.5 100 0 2.977 0.281 2.389 2.965 3.954
factor(worker_id)-1:factor(category_id)-8.5 100 0 -1.007 0.366 -1.997 -0.999 0.082
factor(worker_id)0:factor(category_id)-8.5 100 0 0.384 0.303 -0.309 0.377 1.074
factor(worker_id)1:factor(category_id)-8.5 100 0 0.923 0.325 -0.071 0.908 1.663
factor(worker_id)2:factor(category_id)-8.5 100 0 0.247 0.334 -0.385 0.217 1.042
factor(worker_id)-1:factor(category_id)-7.5 100 0 0.939 0.314 0.165 0.912 1.851
factor(worker_id)0:factor(category_id)-7.5 100 0 0.890 0.304 0.041 0.884 1.716
factor(worker_id)1:factor(category_id)-7.5 100 0 0.445 0.298 -0.286 0.420 1.237
factor(worker_id)2:factor(category_id)-7.5 100 0 2.600 0.294 1.797 2.576 3.185
factor(worker_id)-1:factor(category_id)-6.5 100 0 0.515 0.340 -0.322 0.522 1.419
factor(worker_id)0:factor(category_id)-6.5 100 0 0.488 0.285 -0.361 0.461 1.151
factor(worker_id)1:factor(category_id)-6.5 100 0 0.282 0.316 -0.303 0.259 1.042
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.037 0.358 -0.895 -0.039 1.061
factor(worker_id)-1:factor(category_id)-5.5 100 0 0.085 0.346 -0.762 0.091 1.321
factor(worker_id)0:factor(category_id)-5.5 100 0 -1.181 0.327 -2.000 -1.182 -0.318
factor(worker_id)1:factor(category_id)-5.5 100 0 -0.339 0.303 -1.204 -0.329 0.497
factor(worker_id)2:factor(category_id)-5.5 100 0 0.526 0.347 -0.260 0.511 1.946
factor(worker_id)-1:factor(category_id)-4.5 100 0 -0.970 0.318 -1.787 -0.961 -0.090
factor(worker_id)0:factor(category_id)-4.5 100 0 -0.518 0.304 -1.246 -0.508 0.041
factor(worker_id)1:factor(category_id)-4.5 100 0 0.295 0.296 -0.370 0.283 0.898
factor(worker_id)2:factor(category_id)-4.5 100 0 0.005 0.322 -0.939 0.029 1.239
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.218 0.347 -0.542 0.229 1.028
factor(worker_id)0:factor(category_id)-3.5 100 0 1.497 0.311 0.894 1.456 2.180
factor(worker_id)1:factor(category_id)-3.5 100 0 0.647 0.347 -0.072 0.588 1.420
factor(worker_id)2:factor(category_id)-3.5 100 0 0.984 0.331 0.148 0.939 2.102
factor(worker_id)-1:factor(category_id)-2.5 100 0 -1.767 0.326 -2.401 -1.763 -0.861
factor(worker_id)0:factor(category_id)-2.5 100 0 -2.511 0.295 -3.154 -2.489 -1.789
factor(worker_id)1:factor(category_id)-2.5 100 0 -2.115 0.333 -2.888 -2.129 -1.164
factor(worker_id)2:factor(category_id)-2.5 100 0 -1.488 0.332 -2.360 -1.506 -0.653
factor(worker_id)-1:factor(category_id)-1.5 100 0 2.585 0.323 1.567 2.613 3.322
factor(worker_id)0:factor(category_id)-1.5 100 0 3.116 0.329 2.411 3.103 4.085
factor(worker_id)1:factor(category_id)-1.5 100 0 1.013 0.322 0.252 1.001 1.901
factor(worker_id)2:factor(category_id)-1.5 100 0 1.719 0.340 0.937 1.711 2.637
factor(worker_id)-1:factor(category_id)-0.5 100 0 1.295 0.305 0.473 1.303 1.904
factor(worker_id)0:factor(category_id)-0.5 100 0 -1.377 0.343 -2.363 -1.391 -0.656
factor(worker_id)1:factor(category_id)-0.5 100 0 0.296 0.282 -0.360 0.301 0.937
factor(worker_id)2:factor(category_id)-0.5 100 0 1.007 0.350 0.123 1.022 2.065
factor(worker_id)-1:factor(category_id)0.5 100 0 -2.642 0.324 -3.365 -2.655 -1.810
factor(worker_id)0:factor(category_id)0.5 100 0 0.218 0.294 -0.367 0.231 0.964
factor(worker_id)1:factor(category_id)0.5 100 0 -0.438 0.336 -1.236 -0.470 0.359
factor(worker_id)2:factor(category_id)0.5 100 0 -0.177 0.308 -1.048 -0.168 0.435
factor(worker_id)-1:factor(category_id)1.5 100 0 -0.741 0.326 -1.423 -0.745 0.382
factor(worker_id)0:factor(category_id)1.5 100 0 -0.043 0.309 -0.731 -0.036 0.813
factor(worker_id)1:factor(category_id)1.5 100 0 -0.181 0.330 -0.851 -0.180 0.923
factor(worker_id)2:factor(category_id)1.5 100 0 -1.999 0.324 -2.736 -1.989 -1.336
factor(worker_id)-1:factor(category_id)2.5 100 0 3.962 0.288 3.330 3.977 4.673
factor(worker_id)0:factor(category_id)2.5 100 0 3.457 0.302 2.597 3.443 4.191
factor(worker_id)1:factor(category_id)2.5 100 0 3.121 0.314 2.403 3.108 3.797
factor(worker_id)2:factor(category_id)2.5 100 0 2.726 0.333 2.026 2.742 3.577
factor(worker_id)-1:factor(category_id)3.5 100 0 -0.422 0.292 -1.146 -0.442 0.379
factor(worker_id)0:factor(category_id)3.5 100 0 0.895 0.321 0.048 0.862 1.759
factor(worker_id)1:factor(category_id)3.5 100 0 0.217 0.276 -0.448 0.215 0.891
factor(worker_id)2:factor(category_id)3.5 100 0 0.227 0.322 -0.437 0.203 1.105
factor(worker_id)-1:factor(category_id)4.5 100 0 -0.235 0.324 -1.131 -0.247 0.552
factor(worker_id)0:factor(category_id)4.5 100 0 1.608 0.301 0.836 1.586 2.333
factor(worker_id)1:factor(category_id)4.5 100 0 2.598 0.320 1.867 2.611 3.369
factor(worker_id)2:factor(category_id)4.5 100 0 0.236 0.315 -0.654 0.236 0.842
factor(worker_id)-1:factor(category_id)5.5 100 0 1.542 0.342 0.613 1.543 2.506
factor(worker_id)0:factor(category_id)5.5 100 0 2.002 0.301 1.261 1.980 2.828
factor(worker_id)1:factor(category_id)5.5 100 0 3.567 0.294 2.873 3.573 4.224
factor(worker_id)2:factor(category_id)5.5 100 0 3.134 0.283 2.299 3.158 3.918
factor(worker_id)-1:factor(category_id)6.5 100 0 -1.656 0.323 -2.476 -1.723 -0.808
factor(worker_id)0:factor(category_id)6.5 100 0 1.588 0.272 0.975 1.595 2.331
factor(worker_id)1:factor(category_id)6.5 100 0 1.180 0.321 0.495 1.223 1.981
factor(worker_id)2:factor(category_id)6.5 100 0 -0.517 0.317 -1.395 -0.548 0.463
factor(worker_id)-1:factor(category_id)7.5 100 0 -0.075 0.287 -0.772 -0.046 0.695
factor(worker_id)0:factor(category_id)7.5 100 0 0.934 0.295 0.303 0.937 2.019
factor(worker_id)1:factor(category_id)7.5 100 0 0.319 0.308 -0.491 0.283 1.053
factor(worker_id)2:factor(category_id)7.5 100 0 0.197 0.321 -0.402 0.184 1.047
factor(worker_id)-1:factor(category_id)8.5 100 0 0.297 0.326 -0.627 0.355 1.204
factor(worker_id)0:factor(category_id)8.5 100 0 -0.575 0.318 -1.272 -0.565 0.093
factor(worker_id)1:factor(category_id)8.5 100 0 2.256 0.315 1.612 2.251 3.299
factor(worker_id)2:factor(category_id)8.5 100 0 1.821 0.348 0.980 1.806 2.504
factor(worker_id)-1:factor(category_id)9.5 100 0 2.456 0.320 1.420 2.452 3.439
factor(worker_id)0:factor(category_id)9.5 100 0 1.242 0.315 0.413 1.244 1.992
factor(worker_id)1:factor(category_id)9.5 100 0 2.063 0.350 0.799 2.056 2.834
factor(worker_id)2:factor(category_id)9.5 100 0 -0.362 0.355 -1.073 -0.370 0.694
factor(worker_id)-1:factor(category_id)10.5 100 0 -0.876 0.309 -1.555 -0.872 -0.114
factor(worker_id)0:factor(category_id)10.5 100 0 1.928 0.318 0.984 1.929 2.652
factor(worker_id)1:factor(category_id)10.5 100 0 -0.964 0.326 -1.696 -0.978 -0.016
factor(worker_id)2:factor(category_id)10.5 100 0 -1.408 0.341 -2.327 -1.396 -0.616
factor(worker_id)-1:factor(category_id)11.5 100 0 -3.575 0.334 -4.350 -3.587 -2.893
factor(worker_id)0:factor(category_id)11.5 100 0 0.830 0.309 0.191 0.846 1.633
factor(worker_id)1:factor(category_id)11.5 100 0 1.033 0.279 0.392 1.053 1.756
factor(worker_id)2:factor(category_id)11.5 100 0 -0.028 0.323 -0.739 -0.035 1.037
factor(worker_id)-1:factor(category_id)12.5 100 0 2.049 0.336 1.178 2.044 3.061
factor(worker_id)0:factor(category_id)12.5 100 0 -0.453 0.312 -1.108 -0.452 0.323
factor(worker_id)1:factor(category_id)12.5 100 0 0.835 0.335 0.095 0.837 1.682
factor(worker_id)2:factor(category_id)12.5 100 0 0.779 0.284 0.078 0.805 1.583
factor(worker_id)-1:factor(category_id)13.5 100 0 -2.426 0.309 -3.111 -2.409 -1.720
factor(worker_id)0:factor(category_id)13.5 100 0 -1.417 0.319 -2.226 -1.407 -0.623
factor(worker_id)1:factor(category_id)13.5 100 0 -0.235 0.298 -0.875 -0.238 0.573
factor(worker_id)2:factor(category_id)13.5 100 0 -2.166 0.336 -3.071 -2.132 -1.334
factor(worker_id)-1:factor(category_id)14.5 100 0 0.055 0.309 -0.611 0.066 0.743
factor(worker_id)0:factor(category_id)14.5 100 0 -0.825 0.296 -1.764 -0.815 -0.153
factor(worker_id)1:factor(category_id)14.5 100 0 1.208 0.308 0.235 1.253 2.007
factor(worker_id)2:factor(category_id)14.5 100 0 -0.452 0.338 -1.275 -0.462 0.563

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -18.524 0.167 -18.926 -18.529 -18.154
factor(worker_id)-1 100 0 0.926 0.235 0.254 0.934 1.496
factor(worker_id)0 100 0 1.349 0.216 0.802 1.367 1.857
factor(worker_id)1 100 0 -0.245 0.220 -0.755 -0.233 0.285
factor(worker_id)2 100 0 0.469 0.236 -0.340 0.449 1.058
factor(category_id)-13.5 100 0 -4.123 0.225 -4.570 -4.123 -3.614
factor(category_id)-12.5 100 0 -3.692 0.249 -4.300 -3.706 -3.135
factor(category_id)-11.5 100 0 -4.583 0.223 -5.099 -4.616 -4.039
factor(category_id)-10.5 100 0 -1.446 0.237 -1.980 -1.445 -0.965
factor(category_id)-9.5 100 0 -6.354 0.205 -6.829 -6.352 -5.888
factor(category_id)-8.5 100 0 -3.819 0.246 -4.370 -3.829 -3.186
factor(category_id)-7.5 100 0 -5.274 0.214 -5.840 -5.286 -4.734
factor(category_id)-6.5 100 0 -2.223 0.227 -2.812 -2.208 -1.479
factor(category_id)-5.5 100 0 -1.721 0.238 -2.573 -1.723 -1.264
factor(category_id)-4.5 100 0 -2.327 0.240 -2.854 -2.342 -1.534
factor(category_id)-3.5 100 0 -2.807 0.235 -3.417 -2.788 -2.307
factor(category_id)-2.5 100 0 -2.706 0.235 -3.207 -2.701 -2.146
factor(category_id)-1.5 100 0 -4.079 0.251 -4.845 -4.096 -3.420
factor(category_id)-0.5 100 0 -4.883 0.237 -5.404 -4.882 -4.178
factor(category_id)0.5 100 0 -1.403 0.215 -2.003 -1.395 -0.855
factor(category_id)1.5 100 0 -5.179 0.227 -5.768 -5.168 -4.663
factor(category_id)2.5 100 0 -7.827 0.224 -8.578 -7.790 -7.325
factor(category_id)3.5 100 0 -4.553 0.224 -5.130 -4.577 -3.929
factor(category_id)4.5 100 0 -4.374 0.204 -4.916 -4.369 -3.877
factor(category_id)5.5 100 0 -6.812 0.226 -7.498 -6.817 -6.133
factor(category_id)6.5 100 0 -4.257 0.228 -4.726 -4.267 -3.730
factor(category_id)7.5 100 0 -2.784 0.205 -3.354 -2.763 -2.392
factor(category_id)8.5 100 0 -4.803 0.232 -5.337 -4.792 -4.211
factor(category_id)9.5 100 0 -4.218 0.256 -4.979 -4.193 -3.432
factor(category_id)10.5 100 0 -3.432 0.237 -4.118 -3.435 -2.851
factor(category_id)11.5 100 0 24.282 0.221 23.782 24.284 24.813

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-13.5 0
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)-13.5 1
factor(worker_id)0:factor(category_id)-13.5 0.97
factor(worker_id)1:factor(category_id)-13.5 0.96
factor(worker_id)2:factor(category_id)-13.5 0.84
factor(worker_id)-1:factor(category_id)-12.5 0
factor(worker_id)0:factor(category_id)-12.5 0
factor(worker_id)1:factor(category_id)-12.5 0
factor(worker_id)2:factor(category_id)-12.5 0.56
factor(worker_id)-1:factor(category_id)-11.5 0.02
factor(worker_id)0:factor(category_id)-11.5 0
factor(worker_id)1:factor(category_id)-11.5 0.73
factor(worker_id)2:factor(category_id)-11.5 0.24
factor(worker_id)-1:factor(category_id)-10.5 0
factor(worker_id)0:factor(category_id)-10.5 0.46
factor(worker_id)1:factor(category_id)-10.5 0
factor(worker_id)2:factor(category_id)-10.5 0.01
factor(worker_id)-1:factor(category_id)-9.5 0.85
factor(worker_id)0:factor(category_id)-9.5 1
factor(worker_id)1:factor(category_id)-9.5 1
factor(worker_id)2:factor(category_id)-9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 0.25
factor(worker_id)1:factor(category_id)-8.5 0.86
factor(worker_id)2:factor(category_id)-8.5 0.14
factor(worker_id)-1:factor(category_id)-7.5 0.84
factor(worker_id)0:factor(category_id)-7.5 0.82
factor(worker_id)1:factor(category_id)-7.5 0.25
factor(worker_id)2:factor(category_id)-7.5 1
factor(worker_id)-1:factor(category_id)-6.5 0.35
factor(worker_id)0:factor(category_id)-6.5 0.3
factor(worker_id)1:factor(category_id)-6.5 0.13
factor(worker_id)2:factor(category_id)-6.5 0.03
factor(worker_id)-1:factor(category_id)-5.5 0.07
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 0.34
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0.14
factor(worker_id)2:factor(category_id)-4.5 0.02
factor(worker_id)-1:factor(category_id)-3.5 0.11
factor(worker_id)0:factor(category_id)-3.5 1
factor(worker_id)1:factor(category_id)-3.5 0.46
factor(worker_id)2:factor(category_id)-3.5 0.87
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 1
factor(worker_id)0:factor(category_id)-1.5 1
factor(worker_id)1:factor(category_id)-1.5 0.88
factor(worker_id)2:factor(category_id)-1.5 1
factor(worker_id)-1:factor(category_id)-0.5 0.99
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0.12
factor(worker_id)2:factor(category_id)-0.5 0.88
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0.06
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0.02
factor(worker_id)1:factor(category_id)1.5 0.01
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 1
factor(worker_id)0:factor(category_id)2.5 1
factor(worker_id)1:factor(category_id)2.5 1
factor(worker_id)2:factor(category_id)2.5 1
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0.78
factor(worker_id)1:factor(category_id)3.5 0.09
factor(worker_id)2:factor(category_id)3.5 0.14
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 1
factor(worker_id)1:factor(category_id)4.5 1
factor(worker_id)2:factor(category_id)4.5 0.11
factor(worker_id)-1:factor(category_id)5.5 0.99
factor(worker_id)0:factor(category_id)5.5 1
factor(worker_id)1:factor(category_id)5.5 1
factor(worker_id)2:factor(category_id)5.5 1
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 1
factor(worker_id)1:factor(category_id)6.5 0.92
factor(worker_id)2:factor(category_id)6.5 0
factor(worker_id)-1:factor(category_id)7.5 0.01
factor(worker_id)0:factor(category_id)7.5 0.86
factor(worker_id)1:factor(category_id)7.5 0.17
factor(worker_id)2:factor(category_id)7.5 0.09
factor(worker_id)-1:factor(category_id)8.5 0.13
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 1
factor(worker_id)2:factor(category_id)8.5 1
factor(worker_id)-1:factor(category_id)9.5 1
factor(worker_id)0:factor(category_id)9.5 0.98
factor(worker_id)1:factor(category_id)9.5 1
factor(worker_id)2:factor(category_id)9.5 0.01
factor(worker_id)-1:factor(category_id)10.5 0
factor(worker_id)0:factor(category_id)10.5 1
factor(worker_id)1:factor(category_id)10.5 0
factor(worker_id)2:factor(category_id)10.5 0
factor(worker_id)-1:factor(category_id)11.5 0
factor(worker_id)0:factor(category_id)11.5 0.79
factor(worker_id)1:factor(category_id)11.5 0.93
factor(worker_id)2:factor(category_id)11.5 0.02
factor(worker_id)-1:factor(category_id)12.5 1
factor(worker_id)0:factor(category_id)12.5 0
factor(worker_id)1:factor(category_id)12.5 0.75
factor(worker_id)2:factor(category_id)12.5 0.71
factor(worker_id)-1:factor(category_id)13.5 0
factor(worker_id)0:factor(category_id)13.5 0
factor(worker_id)1:factor(category_id)13.5 0
factor(worker_id)2:factor(category_id)13.5 0
factor(worker_id)-1:factor(category_id)14.5 0.03
factor(worker_id)0:factor(category_id)14.5 0
factor(worker_id)1:factor(category_id)14.5 0.97
factor(worker_id)2:factor(category_id)14.5 0

Significant match effect number = 42 out of 116

num_process = 50, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -17.494 0.129 -17.789 -17.490 -17.127
factor(worker_id)-1 100 0 1.592 0.179 1.184 1.580 2.085
factor(worker_id)0 100 0 4.707 0.191 4.303 4.709 5.167
factor(worker_id)1 100 0 3.587 0.200 3.097 3.607 4.223
factor(worker_id)2 100 0 5.392 0.188 4.875 5.392 5.827
factor(category_id)-13.5 100 0 2.011 0.197 1.367 2.029 2.611
factor(category_id)-12.5 100 0 2.053 0.211 1.502 2.044 2.547
factor(category_id)-11.5 100 0 6.860 0.181 6.486 6.849 7.350
factor(category_id)-10.5 100 0 4.789 0.195 4.258 4.802 5.301
factor(category_id)-9.5 100 0 7.571 0.211 7.000 7.571 8.121
factor(category_id)-8.5 100 0 6.910 0.198 6.495 6.887 7.489
factor(category_id)-7.5 100 0 7.740 0.173 7.231 7.754 8.150
factor(category_id)-6.5 100 0 8.782 0.198 8.276 8.770 9.306
factor(category_id)-5.5 100 0 10.427 0.205 9.749 10.443 10.868
factor(category_id)-4.5 100 0 9.741 0.197 9.218 9.745 10.142
factor(category_id)-3.5 100 0 12.559 0.195 12.044 12.568 13.004
factor(category_id)-2.5 100 0 13.460 0.212 12.875 13.490 13.907
factor(category_id)-1.5 100 0 12.381 0.183 11.891 12.391 12.768
factor(category_id)-0.5 100 0 15.314 0.188 14.875 15.304 15.805
factor(category_id)0.5 100 0 15.451 0.182 15.031 15.460 15.869
factor(category_id)1.5 100 0 17.416 0.193 16.977 17.431 17.930
factor(category_id)2.5 100 0 16.758 0.189 16.272 16.781 17.183
factor(category_id)3.5 100 0 19.397 0.184 18.983 19.380 19.896
factor(category_id)4.5 100 0 19.513 0.215 18.906 19.521 19.984
factor(category_id)5.5 100 0 21.522 0.209 20.995 21.507 22.007
factor(category_id)6.5 100 0 21.308 0.190 20.815 21.322 21.671
factor(category_id)7.5 100 0 23.033 0.185 22.531 23.035 23.478
factor(category_id)8.5 100 0 22.872 0.178 22.460 22.884 23.292
factor(category_id)9.5 100 0 24.633 0.182 24.098 24.622 25.057
factor(category_id)10.5 100 0 23.794 0.202 23.390 23.807 24.300
factor(category_id)11.5 100 0 26.542 0.200 26.045 26.541 27.032
factor(category_id)12.5 100 0 26.515 0.182 26.017 26.522 27.070
factor(category_id)13.5 100 0 28.087 0.198 27.733 28.049 28.573
factor(category_id)14.5 100 0 29.728 0.182 29.234 29.739 30.225
factor(worker_id)-1:factor(category_id)-13.5 100 0 -0.961 0.277 -1.628 -0.962 -0.324
factor(worker_id)0:factor(category_id)-13.5 100 0 -4.689 0.255 -5.308 -4.689 -4.085
factor(worker_id)1:factor(category_id)-13.5 100 0 0.030 0.286 -0.737 0.058 0.599
factor(worker_id)2:factor(category_id)-13.5 100 0 -1.837 0.272 -2.610 -1.834 -1.095
factor(worker_id)-1:factor(category_id)-12.5 100 0 -1.469 0.289 -2.219 -1.439 -0.843
factor(worker_id)0:factor(category_id)-12.5 100 0 0.060 0.284 -0.623 0.067 0.606
factor(worker_id)1:factor(category_id)-12.5 100 0 0.283 0.280 -0.372 0.283 0.911
factor(worker_id)2:factor(category_id)-12.5 100 0 0.772 0.279 0.063 0.804 1.604
factor(worker_id)-1:factor(category_id)-11.5 100 0 -2.834 0.274 -3.554 -2.834 -2.077
factor(worker_id)0:factor(category_id)-11.5 100 0 -6.679 0.278 -7.392 -6.633 -6.060
factor(worker_id)1:factor(category_id)-11.5 100 0 -2.673 0.284 -3.322 -2.659 -1.901
factor(worker_id)2:factor(category_id)-11.5 100 0 -4.172 0.268 -4.881 -4.151 -3.449
factor(worker_id)-1:factor(category_id)-10.5 100 0 -1.299 0.268 -1.912 -1.286 -0.531
factor(worker_id)0:factor(category_id)-10.5 100 0 -2.771 0.262 -3.356 -2.755 -2.172
factor(worker_id)1:factor(category_id)-10.5 100 0 1.208 0.258 0.547 1.216 1.827
factor(worker_id)2:factor(category_id)-10.5 100 0 -0.675 0.272 -1.484 -0.693 0.221
factor(worker_id)-1:factor(category_id)-9.5 100 0 -1.664 0.261 -2.228 -1.676 -1.051
factor(worker_id)0:factor(category_id)-9.5 100 0 -4.471 0.277 -5.114 -4.471 -3.672
factor(worker_id)1:factor(category_id)-9.5 100 0 -2.260 0.333 -2.998 -2.253 -1.334
factor(worker_id)2:factor(category_id)-9.5 100 0 -2.893 0.290 -3.697 -2.905 -1.870
factor(worker_id)-1:factor(category_id)-8.5 100 0 1.945 0.248 1.464 1.970 2.544
factor(worker_id)0:factor(category_id)-8.5 100 0 -2.646 0.270 -3.344 -2.622 -2.008
factor(worker_id)1:factor(category_id)-8.5 100 0 0.554 0.298 -0.414 0.522 1.186
factor(worker_id)2:factor(category_id)-8.5 100 0 -0.245 0.255 -0.846 -0.257 0.270
factor(worker_id)-1:factor(category_id)-7.5 100 0 1.273 0.253 0.753 1.272 1.859
factor(worker_id)0:factor(category_id)-7.5 100 0 -1.295 0.251 -1.990 -1.295 -0.686
factor(worker_id)1:factor(category_id)-7.5 100 0 0.178 0.292 -0.528 0.212 1.010
factor(worker_id)2:factor(category_id)-7.5 100 0 -3.179 0.260 -3.693 -3.181 -2.408
factor(worker_id)-1:factor(category_id)-6.5 100 0 -0.117 0.277 -0.792 -0.142 0.551
factor(worker_id)0:factor(category_id)-6.5 100 0 -2.527 0.282 -3.267 -2.519 -1.878
factor(worker_id)1:factor(category_id)-6.5 100 0 -0.177 0.279 -0.933 -0.178 0.414
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.996 0.291 -1.791 -0.951 -0.456
factor(worker_id)-1:factor(category_id)-5.5 100 0 -0.432 0.277 -0.967 -0.452 0.296
factor(worker_id)0:factor(category_id)-5.5 100 0 -5.424 0.286 -6.119 -5.450 -4.620
factor(worker_id)1:factor(category_id)-5.5 100 0 -3.391 0.279 -3.934 -3.421 -2.736
factor(worker_id)2:factor(category_id)-5.5 100 0 -3.382 0.305 -4.111 -3.403 -2.465
factor(worker_id)-1:factor(category_id)-4.5 100 0 0.427 0.275 -0.149 0.418 1.182
factor(worker_id)0:factor(category_id)-4.5 100 0 -1.849 0.244 -2.432 -1.812 -1.382
factor(worker_id)1:factor(category_id)-4.5 100 0 0.165 0.296 -0.625 0.130 0.923
factor(worker_id)2:factor(category_id)-4.5 100 0 1.362 0.331 0.505 1.377 2.232
factor(worker_id)-1:factor(category_id)-3.5 100 0 -2.805 0.263 -3.429 -2.828 -2.179
factor(worker_id)0:factor(category_id)-3.5 100 0 -3.398 0.308 -4.111 -3.406 -2.863
factor(worker_id)1:factor(category_id)-3.5 100 0 -1.951 0.294 -2.753 -1.945 -1.169
factor(worker_id)2:factor(category_id)-3.5 100 0 -1.298 0.273 -1.879 -1.284 -0.568
factor(worker_id)-1:factor(category_id)-2.5 100 0 -2.510 0.288 -3.241 -2.504 -1.983
factor(worker_id)0:factor(category_id)-2.5 100 0 -3.270 0.301 -4.305 -3.265 -2.340
factor(worker_id)1:factor(category_id)-2.5 100 0 -0.470 0.320 -1.352 -0.447 0.289
factor(worker_id)2:factor(category_id)-2.5 100 0 -1.328 0.290 -2.110 -1.325 -0.583
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.697 0.282 0.046 0.707 1.383
factor(worker_id)0:factor(category_id)-1.5 100 0 -1.798 0.272 -2.608 -1.824 -1.137
factor(worker_id)1:factor(category_id)-1.5 100 0 2.585 0.281 1.906 2.578 3.297
factor(worker_id)2:factor(category_id)-1.5 100 0 0.970 0.267 0.171 0.945 1.572
factor(worker_id)-1:factor(category_id)-0.5 100 0 -0.692 0.259 -1.461 -0.705 -0.177
factor(worker_id)0:factor(category_id)-0.5 100 0 -2.770 0.280 -3.597 -2.809 -2.128
factor(worker_id)1:factor(category_id)-0.5 100 0 -0.914 0.281 -1.735 -0.947 -0.310
factor(worker_id)2:factor(category_id)-0.5 100 0 -2.288 0.247 -2.893 -2.269 -1.580
factor(worker_id)-1:factor(category_id)0.5 100 0 0.707 0.252 0.143 0.711 1.259
factor(worker_id)0:factor(category_id)0.5 100 0 -3.103 0.275 -3.705 -3.087 -2.454
factor(worker_id)1:factor(category_id)0.5 100 0 0.000 0.295 -0.670 -0.016 0.752
factor(worker_id)2:factor(category_id)0.5 100 0 -1.364 0.274 -1.997 -1.390 -0.633
factor(worker_id)-1:factor(category_id)1.5 100 0 -1.465 0.274 -2.171 -1.446 -0.740
factor(worker_id)0:factor(category_id)1.5 100 0 -2.424 0.269 -3.224 -2.431 -1.793
factor(worker_id)1:factor(category_id)1.5 100 0 -1.788 0.273 -2.613 -1.772 -1.159
factor(worker_id)2:factor(category_id)1.5 100 0 -1.634 0.273 -2.407 -1.606 -0.797
factor(worker_id)-1:factor(category_id)2.5 100 0 0.964 0.281 0.242 0.951 1.683
factor(worker_id)0:factor(category_id)2.5 100 0 -1.172 0.259 -1.914 -1.174 -0.579
factor(worker_id)1:factor(category_id)2.5 100 0 0.273 0.276 -0.300 0.254 1.051
factor(worker_id)2:factor(category_id)2.5 100 0 0.363 0.272 -0.384 0.360 0.971
factor(worker_id)-1:factor(category_id)3.5 100 0 -1.612 0.266 -2.442 -1.597 -1.019
factor(worker_id)0:factor(category_id)3.5 100 0 -2.936 0.262 -3.568 -2.937 -2.342
factor(worker_id)1:factor(category_id)3.5 100 0 -2.138 0.283 -2.769 -2.140 -1.504
factor(worker_id)2:factor(category_id)3.5 100 0 -1.182 0.265 -1.744 -1.231 -0.501
factor(worker_id)-1:factor(category_id)4.5 100 0 0.816 0.298 -0.133 0.820 1.548
factor(worker_id)0:factor(category_id)4.5 100 0 -3.014 0.288 -3.725 -2.978 -2.443
factor(worker_id)1:factor(category_id)4.5 100 0 -1.091 0.300 -1.825 -1.114 -0.374
factor(worker_id)2:factor(category_id)4.5 100 0 0.557 0.304 -0.167 0.567 1.427
factor(worker_id)-1:factor(category_id)5.5 100 0 -0.107 0.293 -0.847 -0.086 0.518
factor(worker_id)0:factor(category_id)5.5 100 0 -3.662 0.303 -4.654 -3.707 -2.904
factor(worker_id)1:factor(category_id)5.5 100 0 -2.270 0.282 -2.902 -2.269 -1.448
factor(worker_id)2:factor(category_id)5.5 100 0 -1.410 0.290 -2.343 -1.372 -0.936
factor(worker_id)-1:factor(category_id)6.5 100 0 0.905 0.259 0.376 0.910 1.588
factor(worker_id)0:factor(category_id)6.5 100 0 -2.592 0.306 -3.282 -2.566 -1.948
factor(worker_id)1:factor(category_id)6.5 100 0 -0.298 0.272 -1.163 -0.305 0.261
factor(worker_id)2:factor(category_id)6.5 100 0 -1.895 0.286 -2.633 -1.867 -1.293
factor(worker_id)-1:factor(category_id)7.5 100 0 0.611 0.264 -0.092 0.629 1.111
factor(worker_id)0:factor(category_id)7.5 100 0 -3.251 0.270 -3.848 -3.253 -2.691
factor(worker_id)1:factor(category_id)7.5 100 0 -1.619 0.281 -2.269 -1.653 -0.875
factor(worker_id)2:factor(category_id)7.5 100 0 -0.919 0.258 -1.643 -0.915 -0.282
factor(worker_id)-1:factor(category_id)8.5 100 0 0.687 0.253 0.098 0.693 1.174
factor(worker_id)0:factor(category_id)8.5 100 0 -2.349 0.275 -3.028 -2.324 -1.498
factor(worker_id)1:factor(category_id)8.5 100 0 1.069 0.258 0.481 1.054 1.672
factor(worker_id)2:factor(category_id)8.5 100 0 -0.182 0.252 -0.878 -0.193 0.419
factor(worker_id)-1:factor(category_id)9.5 100 0 0.668 0.285 0.001 0.652 1.355
factor(worker_id)0:factor(category_id)9.5 100 0 -0.633 0.265 -1.325 -0.654 -0.084
factor(worker_id)1:factor(category_id)9.5 100 0 0.446 0.292 -0.407 0.443 1.038
factor(worker_id)2:factor(category_id)9.5 100 0 -0.572 0.247 -1.258 -0.575 -0.026
factor(worker_id)-1:factor(category_id)10.5 100 0 1.335 0.261 0.766 1.325 1.922
factor(worker_id)0:factor(category_id)10.5 100 0 -0.408 0.278 -1.039 -0.407 0.271
factor(worker_id)1:factor(category_id)10.5 100 0 1.453 0.274 0.862 1.468 2.065
factor(worker_id)2:factor(category_id)10.5 100 0 2.497 0.278 1.919 2.491 3.378
factor(worker_id)-1:factor(category_id)11.5 100 0 0.222 0.281 -0.475 0.234 1.021
factor(worker_id)0:factor(category_id)11.5 100 0 -0.729 0.282 -1.457 -0.745 -0.094
factor(worker_id)1:factor(category_id)11.5 100 0 -0.868 0.298 -1.635 -0.838 -0.090
factor(worker_id)2:factor(category_id)11.5 100 0 -2.289 0.290 -2.930 -2.301 -1.627
factor(worker_id)-1:factor(category_id)12.5 100 0 3.631 0.249 3.020 3.611 4.370
factor(worker_id)0:factor(category_id)12.5 100 0 0.021 0.239 -0.639 0.037 0.488
factor(worker_id)1:factor(category_id)12.5 100 0 2.075 0.298 1.080 2.113 2.657
factor(worker_id)2:factor(category_id)12.5 100 0 -0.355 0.279 -1.115 -0.361 0.345
factor(worker_id)-1:factor(category_id)13.5 100 0 1.120 0.271 0.199 1.149 1.750
factor(worker_id)0:factor(category_id)13.5 100 0 -2.067 0.265 -2.797 -2.048 -1.611
factor(worker_id)1:factor(category_id)13.5 100 0 -1.592 0.290 -2.455 -1.552 -1.031
factor(worker_id)2:factor(category_id)13.5 100 0 -0.300 0.302 -0.960 -0.314 0.330
factor(worker_id)-1:factor(category_id)14.5 100 0 0.506 0.259 -0.254 0.479 1.065
factor(worker_id)0:factor(category_id)14.5 100 0 -2.292 0.251 -2.910 -2.306 -1.644
factor(worker_id)1:factor(category_id)14.5 100 0 -1.054 0.252 -1.617 -1.014 -0.480
factor(worker_id)2:factor(category_id)14.5 100 0 -2.387 0.270 -3.005 -2.395 -1.496

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -18.498 0.129 -18.794 -18.494 -18.131
factor(worker_id)-1 100 0 0.016 0.179 -0.392 0.004 0.509
factor(worker_id)0 100 0 1.072 0.191 0.668 1.074 1.532
factor(worker_id)1 100 0 -0.354 0.200 -0.843 -0.334 0.282
factor(worker_id)2 100 0 -0.387 0.188 -0.904 -0.386 0.048
factor(category_id)-13.5 100 0 -5.581 0.197 -6.225 -5.563 -4.981
factor(category_id)-12.5 100 0 -4.848 0.211 -5.399 -4.858 -4.354
factor(category_id)-11.5 100 0 -2.185 0.181 -2.559 -2.196 -1.695
factor(category_id)-10.5 100 0 -4.706 0.195 -5.237 -4.693 -4.194
factor(category_id)-9.5 100 0 -2.657 0.211 -3.229 -2.658 -2.107
factor(category_id)-8.5 100 0 -1.719 0.198 -2.135 -1.743 -1.141
factor(category_id)-7.5 100 0 -3.762 0.173 -4.272 -3.749 -3.352
factor(category_id)-6.5 100 0 -3.400 0.198 -3.906 -3.412 -2.877
factor(category_id)-5.5 100 0 -4.152 0.205 -4.830 -4.136 -3.711
factor(category_id)-4.5 100 0 -6.805 0.197 -7.329 -6.802 -6.405
factor(category_id)-3.5 100 0 -3.434 0.195 -3.950 -3.426 -2.990
factor(category_id)-2.5 100 0 -3.578 0.212 -4.163 -3.549 -3.131
factor(category_id)-1.5 100 0 -4.824 0.183 -5.314 -4.813 -4.436
factor(category_id)-0.5 100 0 -3.310 0.188 -3.749 -3.320 -2.819
factor(category_id)0.5 100 0 -3.415 0.182 -3.835 -3.405 -2.997
factor(category_id)1.5 100 0 -2.603 0.193 -3.043 -2.589 -2.090
factor(category_id)2.5 100 0 -4.089 0.189 -4.575 -4.066 -3.664
factor(category_id)3.5 100 0 -3.187 0.184 -3.600 -3.203 -2.687
factor(category_id)4.5 100 0 -3.488 0.215 -4.094 -3.479 -3.017
factor(category_id)5.5 100 0 -4.012 0.209 -4.538 -4.026 -3.526
factor(category_id)6.5 100 0 -5.354 0.190 -5.848 -5.340 -4.991
factor(category_id)7.5 100 0 -3.812 0.185 -4.314 -3.810 -3.367
factor(category_id)8.5 100 0 -4.389 0.178 -4.802 -4.378 -3.970
factor(category_id)9.5 100 0 -5.533 0.182 -6.069 -5.544 -5.109
factor(category_id)10.5 100 0 -4.314 0.202 -4.719 -4.301 -3.808
factor(category_id)11.5 100 0 25.292 0.200 24.795 25.291 25.783

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)-13.5 0
factor(worker_id)0:factor(category_id)-13.5 0
factor(worker_id)1:factor(category_id)-13.5 0.02
factor(worker_id)2:factor(category_id)-13.5 0
factor(worker_id)-1:factor(category_id)-12.5 0
factor(worker_id)0:factor(category_id)-12.5 0.02
factor(worker_id)1:factor(category_id)-12.5 0.17
factor(worker_id)2:factor(category_id)-12.5 0.8
factor(worker_id)-1:factor(category_id)-11.5 0
factor(worker_id)0:factor(category_id)-11.5 0
factor(worker_id)1:factor(category_id)-11.5 0
factor(worker_id)2:factor(category_id)-11.5 0
factor(worker_id)-1:factor(category_id)-10.5 0
factor(worker_id)0:factor(category_id)-10.5 0
factor(worker_id)1:factor(category_id)-10.5 0.99
factor(worker_id)2:factor(category_id)-10.5 0
factor(worker_id)-1:factor(category_id)-9.5 0
factor(worker_id)0:factor(category_id)-9.5 0
factor(worker_id)1:factor(category_id)-9.5 0
factor(worker_id)2:factor(category_id)-9.5 0
factor(worker_id)-1:factor(category_id)-8.5 1
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 0.45
factor(worker_id)2:factor(category_id)-8.5 0
factor(worker_id)-1:factor(category_id)-7.5 1
factor(worker_id)0:factor(category_id)-7.5 0
factor(worker_id)1:factor(category_id)-7.5 0.06
factor(worker_id)2:factor(category_id)-7.5 0
factor(worker_id)-1:factor(category_id)-6.5 0
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 0
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 0
factor(worker_id)-1:factor(category_id)-4.5 0.36
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0.11
factor(worker_id)2:factor(category_id)-4.5 0.99
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 0.68
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 1
factor(worker_id)2:factor(category_id)-1.5 0.96
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0
factor(worker_id)-1:factor(category_id)0.5 0.71
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0.06
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0.91
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0.14
factor(worker_id)2:factor(category_id)2.5 0.22
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0
factor(worker_id)-1:factor(category_id)4.5 0.78
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0.51
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 0.91
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0
factor(worker_id)-1:factor(category_id)7.5 0.59
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 0.66
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 0.97
factor(worker_id)2:factor(category_id)8.5 0
factor(worker_id)-1:factor(category_id)9.5 0.63
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0.37
factor(worker_id)2:factor(category_id)9.5 0
factor(worker_id)-1:factor(category_id)10.5 1
factor(worker_id)0:factor(category_id)10.5 0
factor(worker_id)1:factor(category_id)10.5 1
factor(worker_id)2:factor(category_id)10.5 1
factor(worker_id)-1:factor(category_id)11.5 0.08
factor(worker_id)0:factor(category_id)11.5 0
factor(worker_id)1:factor(category_id)11.5 0
factor(worker_id)2:factor(category_id)11.5 0
factor(worker_id)-1:factor(category_id)12.5 1
factor(worker_id)0:factor(category_id)12.5 0
factor(worker_id)1:factor(category_id)12.5 1
factor(worker_id)2:factor(category_id)12.5 0
factor(worker_id)-1:factor(category_id)13.5 0.98
factor(worker_id)0:factor(category_id)13.5 0
factor(worker_id)1:factor(category_id)13.5 0
factor(worker_id)2:factor(category_id)13.5 0
factor(worker_id)-1:factor(category_id)14.5 0.42
factor(worker_id)0:factor(category_id)14.5 0
factor(worker_id)1:factor(category_id)14.5 0
factor(worker_id)2:factor(category_id)14.5 0

Significant match effect number = 15 out of 116

num_process = 100, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -16.572 0.091 -16.840 -16.576 -16.358
factor(worker_id)-1 100 0 0.847 0.136 0.492 0.852 1.169
factor(worker_id)0 100 0 2.661 0.128 2.156 2.672 2.925
factor(worker_id)1 100 0 2.197 0.137 1.890 2.180 2.503
factor(worker_id)2 100 0 1.339 0.136 0.883 1.349 1.674
factor(category_id)-13.5 100 0 1.016 0.130 0.677 1.006 1.318
factor(category_id)-12.5 100 0 1.327 0.138 1.003 1.335 1.676
factor(category_id)-11.5 100 0 2.661 0.145 2.222 2.656 2.997
factor(category_id)-10.5 100 0 5.166 0.138 4.868 5.164 5.479
factor(category_id)-9.5 100 0 5.228 0.139 4.893 5.225 5.505
factor(category_id)-8.5 100 0 6.952 0.148 6.551 6.968 7.325
factor(category_id)-7.5 100 0 6.017 0.125 5.692 6.016 6.295
factor(category_id)-6.5 100 0 7.563 0.144 7.224 7.574 7.894
factor(category_id)-5.5 100 0 9.394 0.128 9.064 9.393 9.703
factor(category_id)-4.5 100 0 9.553 0.150 9.241 9.573 9.872
factor(category_id)-3.5 100 0 11.839 0.136 11.412 11.836 12.253
factor(category_id)-2.5 100 0 12.317 0.117 12.050 12.313 12.697
factor(category_id)-1.5 100 0 12.267 0.134 12.011 12.247 12.691
factor(category_id)-0.5 100 0 14.448 0.144 14.143 14.450 14.831
factor(category_id)0.5 100 0 15.076 0.113 14.839 15.085 15.363
factor(category_id)1.5 100 0 15.830 0.141 15.500 15.814 16.299
factor(category_id)2.5 100 0 16.138 0.154 15.761 16.131 16.579
factor(category_id)3.5 100 0 18.135 0.129 17.834 18.143 18.418
factor(category_id)4.5 100 0 19.512 0.136 19.172 19.509 19.836
factor(category_id)5.5 100 0 18.851 0.129 18.535 18.840 19.261
factor(category_id)6.5 100 0 22.777 0.146 22.385 22.774 23.155
factor(category_id)7.5 100 0 23.434 0.129 23.182 23.430 23.797
factor(category_id)8.5 100 0 22.898 0.138 22.533 22.898 23.270
factor(category_id)9.5 100 0 22.500 0.127 22.125 22.519 22.771
factor(category_id)10.5 100 0 27.087 0.129 26.691 27.101 27.376
factor(category_id)11.5 100 0 25.929 0.136 25.648 25.920 26.253
factor(category_id)12.5 100 0 27.769 0.148 27.351 27.774 28.136
factor(category_id)13.5 100 0 27.350 0.144 26.945 27.345 27.644
factor(category_id)14.5 100 0 29.792 0.119 29.503 29.792 30.081
factor(worker_id)-1:factor(category_id)-13.5 100 0 -0.832 0.195 -1.439 -0.856 -0.412
factor(worker_id)0:factor(category_id)-13.5 100 0 -0.050 0.201 -0.568 -0.034 0.515
factor(worker_id)1:factor(category_id)-13.5 100 0 0.882 0.212 0.400 0.882 1.452
factor(worker_id)2:factor(category_id)-13.5 100 0 0.676 0.197 0.219 0.680 1.184
factor(worker_id)-1:factor(category_id)-12.5 100 0 1.577 0.192 1.076 1.592 2.171
factor(worker_id)0:factor(category_id)-12.5 100 0 -1.053 0.179 -1.625 -1.084 -0.570
factor(worker_id)1:factor(category_id)-12.5 100 0 0.486 0.200 0.028 0.494 1.002
factor(worker_id)2:factor(category_id)-12.5 100 0 3.987 0.209 3.421 3.970 4.637
factor(worker_id)-1:factor(category_id)-11.5 100 0 0.942 0.201 0.507 0.917 1.536
factor(worker_id)0:factor(category_id)-11.5 100 0 0.217 0.180 -0.234 0.190 0.706
factor(worker_id)1:factor(category_id)-11.5 100 0 0.708 0.184 0.315 0.722 1.143
factor(worker_id)2:factor(category_id)-11.5 100 0 2.493 0.205 1.987 2.496 3.064
factor(worker_id)-1:factor(category_id)-10.5 100 0 0.206 0.176 -0.209 0.189 0.682
factor(worker_id)0:factor(category_id)-10.5 100 0 -3.192 0.189 -3.615 -3.146 -2.752
factor(worker_id)1:factor(category_id)-10.5 100 0 -0.929 0.205 -1.503 -0.950 -0.290
factor(worker_id)2:factor(category_id)-10.5 100 0 1.296 0.211 0.829 1.295 1.779
factor(worker_id)-1:factor(category_id)-9.5 100 0 0.337 0.209 -0.207 0.313 0.878
factor(worker_id)0:factor(category_id)-9.5 100 0 1.927 0.185 1.425 1.931 2.416
factor(worker_id)1:factor(category_id)-9.5 100 0 2.519 0.199 2.047 2.499 3.009
factor(worker_id)2:factor(category_id)-9.5 100 0 1.676 0.185 1.278 1.694 2.123
factor(worker_id)-1:factor(category_id)-8.5 100 0 -0.530 0.228 -1.042 -0.550 0.215
factor(worker_id)0:factor(category_id)-8.5 100 0 -3.092 0.185 -3.444 -3.120 -2.645
factor(worker_id)1:factor(category_id)-8.5 100 0 -1.193 0.211 -1.707 -1.214 -0.695
factor(worker_id)2:factor(category_id)-8.5 100 0 1.435 0.217 0.992 1.451 2.044
factor(worker_id)-1:factor(category_id)-7.5 100 0 3.267 0.196 2.781 3.273 3.773
factor(worker_id)0:factor(category_id)-7.5 100 0 1.934 0.194 1.489 1.931 2.445
factor(worker_id)1:factor(category_id)-7.5 100 0 2.783 0.200 2.002 2.788 3.221
factor(worker_id)2:factor(category_id)-7.5 100 0 4.451 0.185 4.079 4.469 4.894
factor(worker_id)-1:factor(category_id)-6.5 100 0 0.984 0.199 0.529 0.961 1.469
factor(worker_id)0:factor(category_id)-6.5 100 0 -0.413 0.199 -0.969 -0.424 0.214
factor(worker_id)1:factor(category_id)-6.5 100 0 1.410 0.192 1.052 1.400 1.903
factor(worker_id)2:factor(category_id)-6.5 100 0 2.784 0.221 2.305 2.775 3.389
factor(worker_id)-1:factor(category_id)-5.5 100 0 -0.468 0.181 -0.842 -0.448 -0.049
factor(worker_id)0:factor(category_id)-5.5 100 0 -0.881 0.184 -1.445 -0.887 -0.305
factor(worker_id)1:factor(category_id)-5.5 100 0 1.765 0.183 1.197 1.776 2.176
factor(worker_id)2:factor(category_id)-5.5 100 0 2.221 0.189 1.832 2.217 2.870
factor(worker_id)-1:factor(category_id)-4.5 100 0 1.895 0.196 1.444 1.875 2.438
factor(worker_id)0:factor(category_id)-4.5 100 0 -1.229 0.219 -1.759 -1.233 -0.744
factor(worker_id)1:factor(category_id)-4.5 100 0 1.476 0.213 1.033 1.475 1.945
factor(worker_id)2:factor(category_id)-4.5 100 0 3.753 0.211 3.330 3.740 4.257
factor(worker_id)-1:factor(category_id)-3.5 100 0 -1.508 0.193 -2.018 -1.494 -1.042
factor(worker_id)0:factor(category_id)-3.5 100 0 -2.532 0.184 -3.055 -2.531 -2.033
factor(worker_id)1:factor(category_id)-3.5 100 0 0.519 0.205 0.040 0.527 1.096
factor(worker_id)2:factor(category_id)-3.5 100 0 1.909 0.188 1.517 1.951 2.328
factor(worker_id)-1:factor(category_id)-2.5 100 0 0.645 0.183 0.167 0.641 1.253
factor(worker_id)0:factor(category_id)-2.5 100 0 -0.838 0.174 -1.173 -0.855 -0.302
factor(worker_id)1:factor(category_id)-2.5 100 0 -0.410 0.166 -0.904 -0.405 -0.081
factor(worker_id)2:factor(category_id)-2.5 100 0 1.275 0.168 0.899 1.275 1.727
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.636 0.196 0.098 0.644 1.075
factor(worker_id)0:factor(category_id)-1.5 100 0 0.204 0.194 -0.222 0.237 0.703
factor(worker_id)1:factor(category_id)-1.5 100 0 1.880 0.183 1.437 1.896 2.319
factor(worker_id)2:factor(category_id)-1.5 100 0 3.801 0.195 3.347 3.814 4.212
factor(worker_id)-1:factor(category_id)-0.5 100 0 -0.373 0.190 -0.893 -0.402 0.145
factor(worker_id)0:factor(category_id)-0.5 100 0 -0.483 0.184 -0.909 -0.464 0.004
factor(worker_id)1:factor(category_id)-0.5 100 0 0.493 0.191 0.018 0.506 0.837
factor(worker_id)2:factor(category_id)-0.5 100 0 1.345 0.206 0.802 1.331 1.845
factor(worker_id)-1:factor(category_id)0.5 100 0 -0.811 0.161 -1.181 -0.810 -0.490
factor(worker_id)0:factor(category_id)0.5 100 0 -2.163 0.177 -2.502 -2.167 -1.650
factor(worker_id)1:factor(category_id)0.5 100 0 2.359 0.167 1.939 2.355 2.710
factor(worker_id)2:factor(category_id)0.5 100 0 4.247 0.180 3.738 4.237 4.710
factor(worker_id)-1:factor(category_id)1.5 100 0 0.115 0.189 -0.442 0.126 0.558
factor(worker_id)0:factor(category_id)1.5 100 0 -0.611 0.197 -1.131 -0.614 -0.170
factor(worker_id)1:factor(category_id)1.5 100 0 1.323 0.209 0.751 1.340 1.813
factor(worker_id)2:factor(category_id)1.5 100 0 2.690 0.200 2.212 2.694 3.186
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.122 0.199 -0.709 -0.126 0.388
factor(worker_id)0:factor(category_id)2.5 100 0 -0.127 0.195 -0.574 -0.129 0.471
factor(worker_id)1:factor(category_id)2.5 100 0 2.831 0.215 2.216 2.821 3.412
factor(worker_id)2:factor(category_id)2.5 100 0 4.742 0.205 4.226 4.735 5.401
factor(worker_id)-1:factor(category_id)3.5 100 0 -0.361 0.181 -0.940 -0.373 0.212
factor(worker_id)0:factor(category_id)3.5 100 0 -0.260 0.160 -0.637 -0.260 0.099
factor(worker_id)1:factor(category_id)3.5 100 0 -0.124 0.175 -0.588 -0.114 0.295
factor(worker_id)2:factor(category_id)3.5 100 0 1.714 0.195 1.325 1.691 2.292
factor(worker_id)-1:factor(category_id)4.5 100 0 -1.756 0.218 -2.197 -1.785 -1.142
factor(worker_id)0:factor(category_id)4.5 100 0 -0.890 0.182 -1.303 -0.892 -0.487
factor(worker_id)1:factor(category_id)4.5 100 0 -0.511 0.217 -1.068 -0.496 -0.022
factor(worker_id)2:factor(category_id)4.5 100 0 3.408 0.206 2.898 3.407 3.889
factor(worker_id)-1:factor(category_id)5.5 100 0 1.372 0.205 0.823 1.370 1.750
factor(worker_id)0:factor(category_id)5.5 100 0 -0.255 0.183 -0.732 -0.258 0.335
factor(worker_id)1:factor(category_id)5.5 100 0 0.802 0.205 0.277 0.805 1.189
factor(worker_id)2:factor(category_id)5.5 100 0 3.237 0.179 2.861 3.233 3.745
factor(worker_id)-1:factor(category_id)6.5 100 0 -1.218 0.197 -1.689 -1.213 -0.701
factor(worker_id)0:factor(category_id)6.5 100 0 -0.581 0.166 -0.965 -0.601 -0.125
factor(worker_id)1:factor(category_id)6.5 100 0 -1.009 0.198 -1.478 -1.030 -0.257
factor(worker_id)2:factor(category_id)6.5 100 0 -0.361 0.197 -0.825 -0.376 0.129
factor(worker_id)-1:factor(category_id)7.5 100 0 -1.918 0.197 -2.415 -1.902 -1.434
factor(worker_id)0:factor(category_id)7.5 100 0 -0.145 0.189 -0.677 -0.126 0.384
factor(worker_id)1:factor(category_id)7.5 100 0 -1.352 0.190 -1.978 -1.360 -0.983
factor(worker_id)2:factor(category_id)7.5 100 0 1.518 0.176 1.015 1.511 1.986
factor(worker_id)-1:factor(category_id)8.5 100 0 -0.291 0.211 -0.802 -0.286 0.301
factor(worker_id)0:factor(category_id)8.5 100 0 0.036 0.213 -0.492 0.050 0.742
factor(worker_id)1:factor(category_id)8.5 100 0 1.361 0.201 0.857 1.368 1.829
factor(worker_id)2:factor(category_id)8.5 100 0 3.876 0.192 3.377 3.870 4.403
factor(worker_id)-1:factor(category_id)9.5 100 0 1.835 0.179 1.348 1.840 2.362
factor(worker_id)0:factor(category_id)9.5 100 0 -2.260 0.191 -2.628 -2.280 -1.689
factor(worker_id)1:factor(category_id)9.5 100 0 1.932 0.184 1.438 1.895 2.294
factor(worker_id)2:factor(category_id)9.5 100 0 5.125 0.176 4.764 5.092 5.529
factor(worker_id)-1:factor(category_id)10.5 100 0 0.008 0.169 -0.463 0.012 0.400
factor(worker_id)0:factor(category_id)10.5 100 0 -3.349 0.179 -3.831 -3.357 -2.767
factor(worker_id)1:factor(category_id)10.5 100 0 -0.909 0.193 -1.313 -0.908 -0.390
factor(worker_id)2:factor(category_id)10.5 100 0 1.059 0.195 0.628 1.038 1.638
factor(worker_id)-1:factor(category_id)11.5 100 0 -0.984 0.187 -1.514 -0.996 -0.476
factor(worker_id)0:factor(category_id)11.5 100 0 0.997 0.200 0.465 1.015 1.645
factor(worker_id)1:factor(category_id)11.5 100 0 0.744 0.215 0.191 0.744 1.375
factor(worker_id)2:factor(category_id)11.5 100 0 3.062 0.199 2.667 3.062 3.542
factor(worker_id)-1:factor(category_id)12.5 100 0 -0.082 0.196 -0.498 -0.080 0.403
factor(worker_id)0:factor(category_id)12.5 100 0 -1.424 0.195 -1.901 -1.421 -0.886
factor(worker_id)1:factor(category_id)12.5 100 0 1.032 0.199 0.480 1.025 1.450
factor(worker_id)2:factor(category_id)12.5 100 0 0.814 0.194 0.251 0.796 1.347
factor(worker_id)-1:factor(category_id)13.5 100 0 1.104 0.209 0.614 1.112 1.701
factor(worker_id)0:factor(category_id)13.5 100 0 1.260 0.193 0.892 1.248 1.845
factor(worker_id)1:factor(category_id)13.5 100 0 3.301 0.188 2.853 3.297 3.752
factor(worker_id)2:factor(category_id)13.5 100 0 3.952 0.192 3.473 3.926 4.497
factor(worker_id)-1:factor(category_id)14.5 100 0 -2.271 0.167 -2.635 -2.300 -1.763
factor(worker_id)0:factor(category_id)14.5 100 0 -0.858 0.187 -1.294 -0.868 -0.285
factor(worker_id)1:factor(category_id)14.5 100 0 -1.454 0.183 -1.813 -1.460 -1.019
factor(worker_id)2:factor(category_id)14.5 100 0 4.318 0.166 3.944 4.302 4.873

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -18.506 0.091 -18.775 -18.511 -18.293
factor(worker_id)-1 100 0 0.650 0.136 0.295 0.654 0.971
factor(worker_id)0 100 0 0.584 0.128 0.080 0.596 0.848
factor(worker_id)1 100 0 0.191 0.137 -0.116 0.174 0.497
factor(worker_id)2 100 0 -2.217 0.136 -2.673 -2.207 -1.881
factor(category_id)-13.5 100 0 -3.412 0.130 -3.751 -3.422 -3.110
factor(category_id)-12.5 100 0 -6.622 0.138 -6.945 -6.613 -6.273
factor(category_id)-11.5 100 0 -3.288 0.145 -3.727 -3.293 -2.952
factor(category_id)-10.5 100 0 -3.814 0.138 -4.112 -3.816 -3.500
factor(category_id)-9.5 100 0 -3.921 0.139 -4.257 -3.925 -3.645
factor(category_id)-8.5 100 0 -4.401 0.148 -4.802 -4.385 -4.028
factor(category_id)-7.5 100 0 -5.200 0.125 -5.524 -5.201 -4.921
factor(category_id)-6.5 100 0 -4.977 0.144 -5.317 -4.966 -4.647
factor(category_id)-5.5 100 0 -2.691 0.128 -3.022 -2.692 -2.383
factor(category_id)-4.5 100 0 -4.791 0.150 -5.102 -4.770 -4.471
factor(category_id)-3.5 100 0 -3.296 0.136 -3.723 -3.299 -2.882
factor(category_id)-2.5 100 0 -5.305 0.117 -5.572 -5.310 -4.925
factor(category_id)-1.5 100 0 -5.074 0.134 -5.330 -5.094 -4.650
factor(category_id)-0.5 100 0 -4.705 0.144 -5.010 -4.703 -4.322
factor(category_id)0.5 100 0 -3.119 0.113 -3.356 -3.110 -2.832
factor(category_id)1.5 100 0 -3.346 0.141 -3.676 -3.362 -2.877
factor(category_id)2.5 100 0 -3.721 0.154 -4.098 -3.727 -3.279
factor(category_id)3.5 100 0 -3.815 0.129 -4.116 -3.807 -3.532
factor(category_id)4.5 100 0 -2.758 0.136 -3.099 -2.761 -2.434
factor(category_id)5.5 100 0 -5.593 0.129 -5.909 -5.604 -5.183
factor(category_id)6.5 100 0 -1.851 0.146 -2.243 -1.854 -1.473
factor(category_id)7.5 100 0 -2.936 0.129 -3.188 -2.940 -2.573
factor(category_id)8.5 100 0 -3.951 0.138 -4.315 -3.951 -3.578
factor(category_id)9.5 100 0 -6.495 0.127 -6.870 -6.476 -6.223
factor(category_id)10.5 100 0 -3.765 0.129 -4.160 -3.751 -3.475
factor(category_id)11.5 100 0 26.411 0.136 26.130 26.402 26.735

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)-13.5 0
factor(worker_id)0:factor(category_id)-13.5 0.02
factor(worker_id)1:factor(category_id)-13.5 1
factor(worker_id)2:factor(category_id)-13.5 0.91
factor(worker_id)-1:factor(category_id)-12.5 1
factor(worker_id)0:factor(category_id)-12.5 0
factor(worker_id)1:factor(category_id)-12.5 0.65
factor(worker_id)2:factor(category_id)-12.5 1
factor(worker_id)-1:factor(category_id)-11.5 1
factor(worker_id)0:factor(category_id)-11.5 0.17
factor(worker_id)1:factor(category_id)-11.5 0.97
factor(worker_id)2:factor(category_id)-11.5 1
factor(worker_id)-1:factor(category_id)-10.5 0.15
factor(worker_id)0:factor(category_id)-10.5 0
factor(worker_id)1:factor(category_id)-10.5 0
factor(worker_id)2:factor(category_id)-10.5 1
factor(worker_id)-1:factor(category_id)-9.5 0.38
factor(worker_id)0:factor(category_id)-9.5 1
factor(worker_id)1:factor(category_id)-9.5 1
factor(worker_id)2:factor(category_id)-9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 0
factor(worker_id)2:factor(category_id)-8.5 1
factor(worker_id)-1:factor(category_id)-7.5 1
factor(worker_id)0:factor(category_id)-7.5 1
factor(worker_id)1:factor(category_id)-7.5 1
factor(worker_id)2:factor(category_id)-7.5 1
factor(worker_id)-1:factor(category_id)-6.5 1
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 1
factor(worker_id)2:factor(category_id)-6.5 1
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 1
factor(worker_id)2:factor(category_id)-5.5 1
factor(worker_id)-1:factor(category_id)-4.5 1
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 1
factor(worker_id)2:factor(category_id)-4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0.7
factor(worker_id)2:factor(category_id)-3.5 1
factor(worker_id)-1:factor(category_id)-2.5 0.94
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 1
factor(worker_id)-1:factor(category_id)-1.5 0.9
factor(worker_id)0:factor(category_id)-1.5 0.12
factor(worker_id)1:factor(category_id)-1.5 1
factor(worker_id)2:factor(category_id)-1.5 1
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0.73
factor(worker_id)2:factor(category_id)-0.5 1
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 1
factor(worker_id)2:factor(category_id)0.5 1
factor(worker_id)-1:factor(category_id)1.5 0.05
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 1
factor(worker_id)2:factor(category_id)1.5 1
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0.01
factor(worker_id)1:factor(category_id)2.5 1
factor(worker_id)2:factor(category_id)2.5 1
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 1
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)5.5 1
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0.97
factor(worker_id)2:factor(category_id)5.5 1
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 1
factor(worker_id)-1:factor(category_id)8.5 0
factor(worker_id)0:factor(category_id)8.5 0.06
factor(worker_id)1:factor(category_id)8.5 1
factor(worker_id)2:factor(category_id)8.5 1
factor(worker_id)-1:factor(category_id)9.5 1
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 1
factor(worker_id)2:factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)10.5 0.01
factor(worker_id)0:factor(category_id)10.5 0
factor(worker_id)1:factor(category_id)10.5 0
factor(worker_id)2:factor(category_id)10.5 1
factor(worker_id)-1:factor(category_id)11.5 0
factor(worker_id)0:factor(category_id)11.5 1
factor(worker_id)1:factor(category_id)11.5 0.96
factor(worker_id)2:factor(category_id)11.5 1
factor(worker_id)-1:factor(category_id)12.5 0.01
factor(worker_id)0:factor(category_id)12.5 0
factor(worker_id)1:factor(category_id)12.5 1
factor(worker_id)2:factor(category_id)12.5 0.99
factor(worker_id)-1:factor(category_id)13.5 1
factor(worker_id)0:factor(category_id)13.5 1
factor(worker_id)1:factor(category_id)13.5 1
factor(worker_id)2:factor(category_id)13.5 1
factor(worker_id)-1:factor(category_id)14.5 0
factor(worker_id)0:factor(category_id)14.5 0
factor(worker_id)1:factor(category_id)14.5 0
factor(worker_id)2:factor(category_id)14.5 1

Significant match effect number = 59 out of 116

worker=5, category=50

num_process = 10, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -25.377 0.283 -26.213 -25.388 -24.765
factor(worker_id)-1 100 0 0.803 0.463 -0.389 0.808 2.055
factor(worker_id)0 100 0 1.327 0.448 0.190 1.297 2.914
factor(worker_id)1 100 0 2.157 0.399 1.137 2.116 3.270
factor(worker_id)2 100 0 2.291 0.438 1.313 2.278 3.303
factor(category_id)-23.5 100 0 0.876 0.424 -0.335 0.895 1.777
factor(category_id)-22.5 100 0 0.717 0.388 -0.286 0.721 1.514
factor(category_id)-21.5 100 0 1.786 0.451 0.768 1.806 3.356
factor(category_id)-20.5 100 0 1.049 0.431 -0.108 1.076 2.171
factor(category_id)-19.5 100 0 4.531 0.444 3.323 4.491 5.720
factor(category_id)-18.5 100 0 5.718 0.401 4.844 5.716 6.621
factor(category_id)-17.5 100 0 5.234 0.428 4.296 5.258 6.225
factor(category_id)-16.5 100 0 4.764 0.426 3.799 4.795 5.703
factor(category_id)-15.5 100 0 8.796 0.429 7.658 8.803 9.716
factor(category_id)-14.5 100 0 8.527 0.439 7.289 8.463 9.701
factor(category_id)-13.5 100 0 9.902 0.406 9.012 9.933 11.423
factor(category_id)-12.5 100 0 11.512 0.440 10.087 11.541 12.783
factor(category_id)-11.5 100 0 11.768 0.378 10.830 11.756 12.839
factor(category_id)-10.5 100 0 14.265 0.470 13.252 14.349 15.585
factor(category_id)-9.5 100 0 13.627 0.414 12.828 13.663 14.507
factor(category_id)-8.5 100 0 14.275 0.416 12.886 14.299 15.291
factor(category_id)-7.5 100 0 15.047 0.392 13.854 15.093 15.991
factor(category_id)-6.5 100 0 17.315 0.428 16.150 17.346 18.604
factor(category_id)-5.5 100 0 18.954 0.449 18.024 18.885 20.203
factor(category_id)-4.5 100 0 18.269 0.448 17.158 18.287 19.435
factor(category_id)-3.5 100 0 20.030 0.410 19.116 20.045 20.781
factor(category_id)-2.5 100 0 20.427 0.459 19.437 20.439 21.894
factor(category_id)-1.5 100 0 24.405 0.392 23.488 24.433 25.872
factor(category_id)-0.5 100 0 23.109 0.417 21.608 23.116 24.062
factor(category_id)0.5 100 0 24.586 0.437 23.438 24.576 25.542
factor(category_id)1.5 100 0 24.850 0.444 23.791 24.867 26.076
factor(category_id)2.5 100 0 25.973 0.444 25.057 25.969 27.094
factor(category_id)3.5 100 0 26.669 0.455 25.573 26.759 27.597
factor(category_id)4.5 100 0 27.694 0.479 26.524 27.743 28.854
factor(category_id)5.5 100 0 28.843 0.445 27.678 28.852 30.047
factor(category_id)6.5 100 0 28.499 0.422 27.630 28.524 29.495
factor(category_id)7.5 100 0 28.994 0.370 27.940 28.967 30.037
factor(category_id)8.5 100 0 32.104 0.423 30.952 32.094 33.118
factor(category_id)9.5 100 0 32.911 0.386 31.817 32.877 33.813
factor(category_id)10.5 100 0 32.425 0.422 31.116 32.465 33.315
factor(category_id)11.5 100 0 33.971 0.436 33.154 34.022 34.935
factor(category_id)12.5 100 0 35.967 0.390 34.768 35.955 36.827
factor(category_id)13.5 100 0 37.983 0.381 37.255 37.953 38.968
factor(category_id)14.5 100 0 37.646 0.428 36.545 37.669 38.853
factor(category_id)15.5 100 0 39.197 0.408 38.210 39.203 40.444
factor(category_id)16.5 100 0 39.244 0.478 38.346 39.223 40.544
factor(category_id)17.5 100 0 41.919 0.429 40.868 41.903 43.474
factor(category_id)18.5 100 0 41.213 0.453 40.151 41.196 42.463
factor(category_id)19.5 100 0 42.912 0.403 41.977 42.904 43.849
factor(category_id)20.5 100 0 42.841 0.407 41.789 42.812 43.863
factor(category_id)21.5 100 0 46.027 0.413 45.114 46.070 47.182
factor(category_id)22.5 100 0 46.891 0.452 45.787 46.872 47.972
factor(category_id)23.5 100 0 46.873 0.478 45.968 46.803 48.248
factor(category_id)24.5 100 0 47.451 0.442 46.321 47.421 48.426
factor(worker_id)-1:factor(category_id)-23.5 100 0 -1.815 0.669 -3.505 -1.846 0.270
factor(worker_id)0:factor(category_id)-23.5 100 0 -0.226 0.617 -1.826 -0.192 1.287
factor(worker_id)1:factor(category_id)-23.5 100 0 -2.521 0.634 -4.017 -2.541 -0.459
factor(worker_id)2:factor(category_id)-23.5 100 0 0.170 0.650 -1.512 0.124 1.790
factor(worker_id)-1:factor(category_id)-22.5 100 0 0.645 0.597 -0.657 0.565 2.191
factor(worker_id)0:factor(category_id)-22.5 100 0 1.973 0.613 0.542 1.904 3.417
factor(worker_id)1:factor(category_id)-22.5 100 0 0.334 0.626 -1.125 0.356 1.678
factor(worker_id)2:factor(category_id)-22.5 100 0 0.443 0.591 -0.756 0.387 2.170
factor(worker_id)-1:factor(category_id)-21.5 100 0 -0.327 0.677 -2.401 -0.388 1.356
factor(worker_id)0:factor(category_id)-21.5 100 0 0.961 0.659 -1.240 0.931 2.417
factor(worker_id)1:factor(category_id)-21.5 100 0 0.252 0.623 -2.017 0.268 1.736
factor(worker_id)2:factor(category_id)-21.5 100 0 0.873 0.629 -0.917 0.818 2.639
factor(worker_id)-1:factor(category_id)-20.5 100 0 1.772 0.625 0.002 1.754 3.122
factor(worker_id)0:factor(category_id)-20.5 100 0 1.276 0.631 -0.512 1.329 3.115
factor(worker_id)1:factor(category_id)-20.5 100 0 2.206 0.604 0.581 2.211 3.551
factor(worker_id)2:factor(category_id)-20.5 100 0 3.268 0.610 1.762 3.224 4.850
factor(worker_id)-1:factor(category_id)-19.5 100 0 0.256 0.647 -1.628 0.278 2.328
factor(worker_id)0:factor(category_id)-19.5 100 0 -1.379 0.657 -2.962 -1.366 0.418
factor(worker_id)1:factor(category_id)-19.5 100 0 0.054 0.603 -1.472 0.001 1.682
factor(worker_id)2:factor(category_id)-19.5 100 0 0.700 0.623 -0.883 0.743 2.292
factor(worker_id)-1:factor(category_id)-18.5 100 0 0.737 0.598 -0.527 0.750 1.913
factor(worker_id)0:factor(category_id)-18.5 100 0 0.483 0.635 -0.892 0.434 1.931
factor(worker_id)1:factor(category_id)-18.5 100 0 0.366 0.641 -1.236 0.385 1.811
factor(worker_id)2:factor(category_id)-18.5 100 0 0.894 0.650 -0.753 0.933 2.415
factor(worker_id)-1:factor(category_id)-17.5 100 0 -0.288 0.714 -1.897 -0.248 1.392
factor(worker_id)0:factor(category_id)-17.5 100 0 1.933 0.640 -0.459 1.941 3.537
factor(worker_id)1:factor(category_id)-17.5 100 0 1.348 0.595 0.282 1.326 2.889
factor(worker_id)2:factor(category_id)-17.5 100 0 2.157 0.687 0.041 2.170 3.665
factor(worker_id)-1:factor(category_id)-16.5 100 0 4.295 0.663 2.801 4.270 6.199
factor(worker_id)0:factor(category_id)-16.5 100 0 2.863 0.624 1.162 2.839 4.352
factor(worker_id)1:factor(category_id)-16.5 100 0 2.159 0.586 0.718 2.218 3.601
factor(worker_id)2:factor(category_id)-16.5 100 0 5.124 0.616 3.500 5.074 6.457
factor(worker_id)-1:factor(category_id)-15.5 100 0 -0.848 0.716 -2.350 -0.866 0.793
factor(worker_id)0:factor(category_id)-15.5 100 0 -0.804 0.597 -2.411 -0.744 0.506
factor(worker_id)1:factor(category_id)-15.5 100 0 -1.530 0.590 -2.795 -1.564 -0.113
factor(worker_id)2:factor(category_id)-15.5 100 0 0.201 0.672 -1.510 0.165 1.807
factor(worker_id)-1:factor(category_id)-14.5 100 0 -1.838 0.653 -3.524 -1.825 -0.049
factor(worker_id)0:factor(category_id)-14.5 100 0 0.362 0.658 -1.608 0.383 2.370
factor(worker_id)1:factor(category_id)-14.5 100 0 0.586 0.615 -0.912 0.633 2.128
factor(worker_id)2:factor(category_id)-14.5 100 0 2.192 0.639 0.538 2.179 3.964
factor(worker_id)-1:factor(category_id)-13.5 100 0 3.727 0.568 2.153 3.746 5.161
factor(worker_id)0:factor(category_id)-13.5 100 0 1.071 0.563 -0.172 0.988 2.309
factor(worker_id)1:factor(category_id)-13.5 100 0 1.900 0.611 0.180 1.819 3.400
factor(worker_id)2:factor(category_id)-13.5 100 0 3.916 0.597 2.029 3.940 5.384
factor(worker_id)-1:factor(category_id)-12.5 100 0 0.650 0.692 -1.235 0.700 2.375
factor(worker_id)0:factor(category_id)-12.5 100 0 1.728 0.673 -1.139 1.726 3.072
factor(worker_id)1:factor(category_id)-12.5 100 0 0.981 0.616 -0.510 1.034 2.334
factor(worker_id)2:factor(category_id)-12.5 100 0 1.271 0.642 -0.456 1.160 3.178
factor(worker_id)-1:factor(category_id)-11.5 100 0 0.782 0.608 -0.521 0.720 2.667
factor(worker_id)0:factor(category_id)-11.5 100 0 1.167 0.631 -0.608 1.241 2.848
factor(worker_id)1:factor(category_id)-11.5 100 0 2.340 0.591 0.814 2.355 3.500
factor(worker_id)2:factor(category_id)-11.5 100 0 2.626 0.581 1.115 2.609 3.831
factor(worker_id)-1:factor(category_id)-10.5 100 0 -0.266 0.682 -2.726 -0.242 1.301
factor(worker_id)0:factor(category_id)-10.5 100 0 -1.623 0.612 -3.583 -1.564 -0.460
factor(worker_id)1:factor(category_id)-10.5 100 0 -2.506 0.633 -4.895 -2.424 -1.283
factor(worker_id)2:factor(category_id)-10.5 100 0 -0.776 0.620 -2.224 -0.808 0.497
factor(worker_id)-1:factor(category_id)-9.5 100 0 -0.086 0.649 -1.980 -0.113 1.647
factor(worker_id)0:factor(category_id)-9.5 100 0 0.501 0.620 -1.247 0.500 2.092
factor(worker_id)1:factor(category_id)-9.5 100 0 0.474 0.521 -0.715 0.423 1.649
factor(worker_id)2:factor(category_id)-9.5 100 0 2.767 0.607 1.209 2.699 4.240
factor(worker_id)-1:factor(category_id)-8.5 100 0 1.520 0.601 -0.111 1.510 2.967
factor(worker_id)0:factor(category_id)-8.5 100 0 -0.090 0.619 -1.533 -0.075 1.432
factor(worker_id)1:factor(category_id)-8.5 100 0 1.193 0.586 -0.012 1.220 2.776
factor(worker_id)2:factor(category_id)-8.5 100 0 1.780 0.613 0.293 1.779 3.892
factor(worker_id)-1:factor(category_id)-7.5 100 0 1.458 0.643 0.003 1.415 3.127
factor(worker_id)0:factor(category_id)-7.5 100 0 3.311 0.626 1.466 3.246 4.714
factor(worker_id)1:factor(category_id)-7.5 100 0 2.536 0.580 1.069 2.562 4.245
factor(worker_id)2:factor(category_id)-7.5 100 0 2.332 0.644 0.817 2.284 3.954
factor(worker_id)-1:factor(category_id)-6.5 100 0 -0.401 0.670 -2.026 -0.450 1.311
factor(worker_id)0:factor(category_id)-6.5 100 0 0.814 0.631 -1.430 0.837 2.296
factor(worker_id)1:factor(category_id)-6.5 100 0 1.857 0.617 0.233 1.905 3.467
factor(worker_id)2:factor(category_id)-6.5 100 0 1.245 0.686 -0.403 1.262 3.158
factor(worker_id)-1:factor(category_id)-5.5 100 0 -2.645 0.704 -4.636 -2.621 -1.041
factor(worker_id)0:factor(category_id)-5.5 100 0 0.780 0.722 -1.195 0.883 2.440
factor(worker_id)1:factor(category_id)-5.5 100 0 -1.691 0.656 -3.277 -1.615 0.168
factor(worker_id)2:factor(category_id)-5.5 100 0 1.411 0.657 -0.256 1.372 3.195
factor(worker_id)-1:factor(category_id)-4.5 100 0 1.275 0.692 -0.199 1.259 3.079
factor(worker_id)0:factor(category_id)-4.5 100 0 1.311 0.684 -0.924 1.336 3.332
factor(worker_id)1:factor(category_id)-4.5 100 0 1.574 0.607 0.054 1.569 3.501
factor(worker_id)2:factor(category_id)-4.5 100 0 2.549 0.722 0.974 2.476 4.084
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.541 0.666 -1.171 0.542 2.154
factor(worker_id)0:factor(category_id)-3.5 100 0 0.607 0.618 -1.320 0.624 2.290
factor(worker_id)1:factor(category_id)-3.5 100 0 -0.726 0.600 -2.318 -0.671 1.068
factor(worker_id)2:factor(category_id)-3.5 100 0 0.356 0.556 -0.989 0.411 1.540
factor(worker_id)-1:factor(category_id)-2.5 100 0 0.510 0.643 -1.510 0.566 2.151
factor(worker_id)0:factor(category_id)-2.5 100 0 2.387 0.656 0.192 2.393 3.803
factor(worker_id)1:factor(category_id)-2.5 100 0 1.162 0.571 -0.148 1.176 2.532
factor(worker_id)2:factor(category_id)-2.5 100 0 4.905 0.653 2.579 4.959 6.372
factor(worker_id)-1:factor(category_id)-1.5 100 0 -1.782 0.640 -3.806 -1.783 -0.449
factor(worker_id)0:factor(category_id)-1.5 100 0 -2.861 0.674 -5.582 -2.848 -1.152
factor(worker_id)1:factor(category_id)-1.5 100 0 -1.835 0.631 -3.658 -1.869 -0.244
factor(worker_id)2:factor(category_id)-1.5 100 0 -1.929 0.622 -4.137 -1.957 -0.517
factor(worker_id)-1:factor(category_id)-0.5 100 0 0.526 0.664 -0.879 0.514 2.491
factor(worker_id)0:factor(category_id)-0.5 100 0 0.740 0.655 -0.698 0.743 2.456
factor(worker_id)1:factor(category_id)-0.5 100 0 1.022 0.608 -0.589 1.055 2.454
factor(worker_id)2:factor(category_id)-0.5 100 0 0.618 0.613 -0.815 0.585 2.101
factor(worker_id)-1:factor(category_id)0.5 100 0 -0.542 0.641 -1.702 -0.577 1.040
factor(worker_id)0:factor(category_id)0.5 100 0 -1.561 0.681 -3.882 -1.522 0.163
factor(worker_id)1:factor(category_id)0.5 100 0 -0.668 0.555 -2.178 -0.639 0.319
factor(worker_id)2:factor(category_id)0.5 100 0 0.989 0.644 -0.374 0.933 2.467
factor(worker_id)-1:factor(category_id)1.5 100 0 -0.325 0.654 -1.926 -0.350 1.472
factor(worker_id)0:factor(category_id)1.5 100 0 0.904 0.625 -0.780 0.982 2.610
factor(worker_id)1:factor(category_id)1.5 100 0 0.494 0.617 -1.280 0.459 2.263
factor(worker_id)2:factor(category_id)1.5 100 0 1.470 0.629 0.051 1.471 2.747
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.383 0.743 -2.069 -0.359 0.976
factor(worker_id)0:factor(category_id)2.5 100 0 -0.486 0.642 -1.962 -0.482 1.145
factor(worker_id)1:factor(category_id)2.5 100 0 0.554 0.611 -1.381 0.531 1.866
factor(worker_id)2:factor(category_id)2.5 100 0 2.741 0.647 1.054 2.784 3.992
factor(worker_id)-1:factor(category_id)3.5 100 0 0.353 0.658 -1.157 0.270 1.972
factor(worker_id)0:factor(category_id)3.5 100 0 0.283 0.684 -1.601 0.200 2.140
factor(worker_id)1:factor(category_id)3.5 100 0 2.715 0.651 1.032 2.633 4.306
factor(worker_id)2:factor(category_id)3.5 100 0 1.556 0.572 0.264 1.577 3.763
factor(worker_id)-1:factor(category_id)4.5 100 0 0.308 0.695 -1.533 0.225 2.324
factor(worker_id)0:factor(category_id)4.5 100 0 2.323 0.635 0.521 2.400 3.690
factor(worker_id)1:factor(category_id)4.5 100 0 0.168 0.627 -2.189 0.172 1.351
factor(worker_id)2:factor(category_id)4.5 100 0 1.793 0.717 0.264 1.800 3.624
factor(worker_id)-1:factor(category_id)5.5 100 0 -0.282 0.692 -2.014 -0.261 1.618
factor(worker_id)0:factor(category_id)5.5 100 0 1.551 0.693 -0.526 1.592 2.932
factor(worker_id)1:factor(category_id)5.5 100 0 1.452 0.609 -0.111 1.483 3.286
factor(worker_id)2:factor(category_id)5.5 100 0 1.414 0.669 -0.477 1.456 3.120
factor(worker_id)-1:factor(category_id)6.5 100 0 1.119 0.645 -0.430 1.130 2.511
factor(worker_id)0:factor(category_id)6.5 100 0 3.445 0.684 1.550 3.552 4.761
factor(worker_id)1:factor(category_id)6.5 100 0 1.757 0.594 0.196 1.816 3.050
factor(worker_id)2:factor(category_id)6.5 100 0 4.291 0.639 3.051 4.248 5.814
factor(worker_id)-1:factor(category_id)7.5 100 0 1.699 0.578 0.013 1.671 3.233
factor(worker_id)0:factor(category_id)7.5 100 0 0.605 0.564 -0.919 0.629 1.866
factor(worker_id)1:factor(category_id)7.5 100 0 3.298 0.531 1.891 3.283 4.414
factor(worker_id)2:factor(category_id)7.5 100 0 2.244 0.482 1.012 2.280 3.548
factor(worker_id)-1:factor(category_id)8.5 100 0 -0.871 0.637 -2.307 -0.945 1.402
factor(worker_id)0:factor(category_id)8.5 100 0 0.781 0.608 -1.137 0.839 2.382
factor(worker_id)1:factor(category_id)8.5 100 0 0.365 0.565 -0.838 0.383 1.792
factor(worker_id)2:factor(category_id)8.5 100 0 2.307 0.619 0.961 2.246 3.998
factor(worker_id)-1:factor(category_id)9.5 100 0 -1.441 0.602 -2.679 -1.516 -0.027
factor(worker_id)0:factor(category_id)9.5 100 0 1.299 0.600 -0.210 1.230 2.850
factor(worker_id)1:factor(category_id)9.5 100 0 0.515 0.561 -0.814 0.586 1.956
factor(worker_id)2:factor(category_id)9.5 100 0 1.929 0.556 0.766 1.933 3.487
factor(worker_id)-1:factor(category_id)10.5 100 0 2.041 0.547 0.763 1.954 3.492
factor(worker_id)0:factor(category_id)10.5 100 0 2.571 0.611 0.542 2.552 3.756
factor(worker_id)1:factor(category_id)10.5 100 0 2.122 0.635 0.461 2.113 3.438
factor(worker_id)2:factor(category_id)10.5 100 0 2.790 0.654 0.938 2.807 4.029
factor(worker_id)-1:factor(category_id)11.5 100 0 0.824 0.676 -1.047 0.671 2.485
factor(worker_id)0:factor(category_id)11.5 100 0 1.498 0.636 -0.667 1.459 3.131
factor(worker_id)1:factor(category_id)11.5 100 0 2.921 0.667 1.235 2.982 4.402
factor(worker_id)2:factor(category_id)11.5 100 0 1.666 0.650 0.299 1.769 3.291
factor(worker_id)-1:factor(category_id)12.5 100 0 -1.071 0.590 -2.337 -1.086 0.802
factor(worker_id)0:factor(category_id)12.5 100 0 -0.449 0.648 -1.955 -0.473 1.221
factor(worker_id)1:factor(category_id)12.5 100 0 1.983 0.573 0.911 1.928 4.014
factor(worker_id)2:factor(category_id)12.5 100 0 1.671 0.578 0.438 1.679 2.919
factor(worker_id)-1:factor(category_id)13.5 100 0 0.586 0.629 -1.311 0.611 2.261
factor(worker_id)0:factor(category_id)13.5 100 0 -0.522 0.649 -2.059 -0.502 0.920
factor(worker_id)1:factor(category_id)13.5 100 0 0.595 0.557 -1.083 0.554 1.948
factor(worker_id)2:factor(category_id)13.5 100 0 1.152 0.557 -0.110 1.131 2.543
factor(worker_id)-1:factor(category_id)14.5 100 0 -1.984 0.623 -3.455 -2.000 -0.298
factor(worker_id)0:factor(category_id)14.5 100 0 1.245 0.584 -0.372 1.239 2.845
factor(worker_id)1:factor(category_id)14.5 100 0 0.306 0.603 -1.254 0.276 2.142
factor(worker_id)2:factor(category_id)14.5 100 0 2.275 0.631 0.931 2.304 3.733
factor(worker_id)-1:factor(category_id)15.5 100 0 -1.285 0.667 -3.044 -1.197 0.034
factor(worker_id)0:factor(category_id)15.5 100 0 0.530 0.657 -0.989 0.583 2.370
factor(worker_id)1:factor(category_id)15.5 100 0 0.000 0.660 -1.576 -0.063 1.315
factor(worker_id)2:factor(category_id)15.5 100 0 0.859 0.669 -0.880 0.902 2.189
factor(worker_id)-1:factor(category_id)16.5 100 0 0.672 0.692 -1.130 0.635 2.460
factor(worker_id)0:factor(category_id)16.5 100 0 3.104 0.643 1.174 3.234 4.283
factor(worker_id)1:factor(category_id)16.5 100 0 0.804 0.620 -1.084 0.865 2.229
factor(worker_id)2:factor(category_id)16.5 100 0 4.051 0.615 2.367 4.209 5.520
factor(worker_id)-1:factor(category_id)17.5 100 0 -0.862 0.644 -2.589 -0.836 0.872
factor(worker_id)0:factor(category_id)17.5 100 0 -2.133 0.624 -3.848 -2.164 -0.728
factor(worker_id)1:factor(category_id)17.5 100 0 0.880 0.626 -1.255 0.865 2.753
factor(worker_id)2:factor(category_id)17.5 100 0 1.030 0.585 -0.956 1.075 2.530
factor(worker_id)-1:factor(category_id)18.5 100 0 2.254 0.656 0.530 2.281 3.826
factor(worker_id)0:factor(category_id)18.5 100 0 -1.385 0.684 -3.580 -1.361 -0.048
factor(worker_id)1:factor(category_id)18.5 100 0 2.045 0.570 0.555 2.108 3.291
factor(worker_id)2:factor(category_id)18.5 100 0 2.451 0.643 0.710 2.467 3.996
factor(worker_id)-1:factor(category_id)19.5 100 0 0.693 0.688 -0.896 0.680 2.713
factor(worker_id)0:factor(category_id)19.5 100 0 -0.533 0.605 -2.121 -0.507 0.983
factor(worker_id)1:factor(category_id)19.5 100 0 2.406 0.633 0.750 2.360 4.027
factor(worker_id)2:factor(category_id)19.5 100 0 2.281 0.639 0.568 2.278 3.565
factor(worker_id)-1:factor(category_id)20.5 100 0 0.078 0.647 -1.845 0.023 1.784
factor(worker_id)0:factor(category_id)20.5 100 0 -0.543 0.694 -2.042 -0.620 1.235
factor(worker_id)1:factor(category_id)20.5 100 0 2.778 0.579 1.244 2.888 4.072
factor(worker_id)2:factor(category_id)20.5 100 0 1.413 0.649 -0.136 1.422 3.034
factor(worker_id)-1:factor(category_id)21.5 100 0 0.376 0.540 -0.631 0.317 2.312
factor(worker_id)0:factor(category_id)21.5 100 0 -2.217 0.633 -4.607 -2.180 -0.869
factor(worker_id)1:factor(category_id)21.5 100 0 0.171 0.557 -1.257 0.196 1.548
factor(worker_id)2:factor(category_id)21.5 100 0 1.142 0.574 -0.328 1.199 2.429
factor(worker_id)-1:factor(category_id)22.5 100 0 -1.708 0.682 -3.252 -1.681 0.007
factor(worker_id)0:factor(category_id)22.5 100 0 -0.487 0.606 -1.880 -0.435 0.741
factor(worker_id)1:factor(category_id)22.5 100 0 1.660 0.670 -0.292 1.684 3.247
factor(worker_id)2:factor(category_id)22.5 100 0 0.661 0.640 -1.073 0.554 2.258
factor(worker_id)-1:factor(category_id)23.5 100 0 -0.102 0.670 -1.488 -0.112 1.912
factor(worker_id)0:factor(category_id)23.5 100 0 0.008 0.669 -1.583 0.079 1.790
factor(worker_id)1:factor(category_id)23.5 100 0 0.574 0.668 -1.454 0.696 2.445
factor(worker_id)2:factor(category_id)23.5 100 0 0.735 0.679 -0.953 0.705 2.530
factor(worker_id)-1:factor(category_id)24.5 100 0 0.137 0.641 -1.685 0.161 1.425
factor(worker_id)0:factor(category_id)24.5 100 0 2.460 0.592 0.781 2.527 3.689
factor(worker_id)1:factor(category_id)24.5 100 0 3.482 0.540 2.198 3.478 4.583
factor(worker_id)2:factor(category_id)24.5 100 0 4.754 0.632 3.022 4.728 6.017

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -28.444 0.283 -29.280 -28.455 -27.833
factor(worker_id)-1 100 0 0.567 0.463 -0.626 0.572 1.818
factor(worker_id)0 100 0 2.747 0.448 1.610 2.717 4.334
factor(worker_id)1 100 0 0.867 0.399 -0.153 0.825 1.980
factor(worker_id)2 100 0 0.100 0.438 -0.878 0.087 1.112
factor(category_id)-23.5 100 0 -2.608 0.424 -3.819 -2.590 -1.708
factor(category_id)-22.5 100 0 -4.081 0.388 -5.083 -4.077 -3.284
factor(category_id)-21.5 100 0 -4.470 0.451 -5.487 -4.450 -2.900
factor(category_id)-20.5 100 0 -5.765 0.431 -6.923 -5.739 -4.643
factor(category_id)-19.5 100 0 -2.591 0.444 -3.798 -2.630 -1.402
factor(category_id)-18.5 100 0 -1.786 0.401 -2.660 -1.789 -0.884
factor(category_id)-17.5 100 0 -4.106 0.428 -5.045 -4.083 -3.115
factor(category_id)-16.5 100 0 -7.254 0.426 -8.219 -7.223 -6.314
factor(category_id)-15.5 100 0 -3.938 0.429 -5.076 -3.932 -3.018
factor(category_id)-14.5 100 0 -5.752 0.439 -6.989 -5.815 -4.577
factor(category_id)-13.5 100 0 -2.050 0.406 -2.941 -2.019 -0.529
factor(category_id)-12.5 100 0 -2.787 0.440 -4.213 -2.759 -1.516
factor(category_id)-11.5 100 0 -3.955 0.378 -4.894 -3.967 -2.885
factor(category_id)-10.5 100 0 -3.570 0.470 -4.583 -3.486 -2.250
factor(category_id)-9.5 100 0 -5.757 0.414 -6.556 -5.722 -4.877
factor(category_id)-8.5 100 0 -3.140 0.416 -4.529 -3.116 -2.124
factor(category_id)-7.5 100 0 -5.036 0.392 -6.229 -4.991 -4.092
factor(category_id)-6.5 100 0 -2.151 0.428 -3.317 -2.121 -0.863
factor(category_id)-5.5 100 0 -2.861 0.449 -3.791 -2.929 -1.612
factor(category_id)-4.5 100 0 -4.474 0.448 -5.585 -4.456 -3.308
factor(category_id)-3.5 100 0 -4.334 0.410 -5.247 -4.319 -3.582
factor(category_id)-2.5 100 0 -3.671 0.459 -4.661 -3.660 -2.204
factor(category_id)-1.5 100 0 -1.154 0.392 -2.071 -1.126 0.313
factor(category_id)-0.5 100 0 -3.628 0.417 -5.129 -3.621 -2.675
factor(category_id)0.5 100 0 -5.036 0.437 -6.184 -5.045 -4.079
factor(category_id)1.5 100 0 -3.265 0.444 -4.324 -3.248 -2.039
factor(category_id)2.5 100 0 -4.530 0.444 -5.446 -4.534 -3.409
factor(category_id)3.5 100 0 -3.779 0.455 -4.874 -3.689 -2.851
factor(category_id)4.5 100 0 -4.880 0.479 -6.050 -4.831 -3.720
factor(category_id)5.5 100 0 -3.865 0.445 -5.030 -3.856 -2.660
factor(category_id)6.5 100 0 -5.154 0.422 -6.023 -5.130 -4.159
factor(category_id)7.5 100 0 -5.757 0.370 -6.811 -5.783 -4.714
factor(category_id)8.5 100 0 -5.045 0.423 -6.198 -5.055 -4.031
factor(category_id)9.5 100 0 -5.270 0.386 -6.365 -5.305 -4.369
factor(category_id)10.5 100 0 -6.287 0.422 -7.596 -6.248 -5.398
factor(category_id)11.5 100 0 -4.166 0.436 -4.984 -4.116 -3.203
factor(category_id)12.5 100 0 -3.404 0.390 -4.604 -3.416 -2.544
factor(category_id)13.5 100 0 -2.263 0.381 -2.990 -2.293 -1.278
factor(category_id)14.5 100 0 -5.352 0.428 -6.453 -5.329 -4.145
factor(category_id)15.5 100 0 -4.295 0.408 -5.282 -4.289 -3.048
factor(category_id)16.5 100 0 -6.343 0.478 -7.241 -6.364 -5.042
factor(category_id)17.5 100 0 -3.935 0.429 -4.985 -3.951 -2.379
factor(category_id)18.5 100 0 -5.170 0.453 -6.232 -5.187 -3.919
factor(category_id)19.5 100 0 -5.783 0.403 -6.718 -5.790 -4.845
factor(category_id)20.5 100 0 -4.834 0.407 -5.886 -4.862 -3.812
factor(category_id)21.5 100 0 43.909 0.413 42.996 43.953 45.064

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.43
factor(worker_id)0 0.85
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-23.5 0.53
factor(category_id)-22.5 0.31
factor(category_id)-21.5 0.99
factor(category_id)-20.5 0.67
factor(category_id)-19.5 1
factor(category_id)-18.5 1
factor(category_id)-17.5 1
factor(category_id)-16.5 1
factor(category_id)-15.5 1
factor(category_id)-14.5 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(category_id)15.5 1
factor(category_id)16.5 1
factor(category_id)17.5 1
factor(category_id)18.5 1
factor(category_id)19.5 1
factor(category_id)20.5 1
factor(category_id)21.5 1
factor(category_id)22.5 1
factor(category_id)23.5 1
factor(category_id)24.5 1
factor(worker_id)-1:factor(category_id)-23.5 0
factor(worker_id)0:factor(category_id)-23.5 0.01
factor(worker_id)1:factor(category_id)-23.5 0
factor(worker_id)2:factor(category_id)-23.5 0.04
factor(worker_id)-1:factor(category_id)-22.5 0.17
factor(worker_id)0:factor(category_id)-22.5 0.88
factor(worker_id)1:factor(category_id)-22.5 0.07
factor(worker_id)2:factor(category_id)-22.5 0.08
factor(worker_id)-1:factor(category_id)-21.5 0.02
factor(worker_id)0:factor(category_id)-21.5 0.32
factor(worker_id)1:factor(category_id)-21.5 0.05
factor(worker_id)2:factor(category_id)-21.5 0.23
factor(worker_id)-1:factor(category_id)-20.5 0.79
factor(worker_id)0:factor(category_id)-20.5 0.55
factor(worker_id)1:factor(category_id)-20.5 0.98
factor(worker_id)2:factor(category_id)-20.5 1
factor(worker_id)-1:factor(category_id)-19.5 0.07
factor(worker_id)0:factor(category_id)-19.5 0
factor(worker_id)1:factor(category_id)-19.5 0.04
factor(worker_id)2:factor(category_id)-19.5 0.19
factor(worker_id)-1:factor(category_id)-18.5 0.22
factor(worker_id)0:factor(category_id)-18.5 0.12
factor(worker_id)1:factor(category_id)-18.5 0.06
factor(worker_id)2:factor(category_id)-18.5 0.29
factor(worker_id)-1:factor(category_id)-17.5 0.02
factor(worker_id)0:factor(category_id)-17.5 0.86
factor(worker_id)1:factor(category_id)-17.5 0.56
factor(worker_id)2:factor(category_id)-17.5 0.9
factor(worker_id)-1:factor(category_id)-16.5 1
factor(worker_id)0:factor(category_id)-16.5 0.99
factor(worker_id)1:factor(category_id)-16.5 0.92
factor(worker_id)2:factor(category_id)-16.5 1
factor(worker_id)-1:factor(category_id)-15.5 0
factor(worker_id)0:factor(category_id)-15.5 0
factor(worker_id)1:factor(category_id)-15.5 0
factor(worker_id)2:factor(category_id)-15.5 0.08
factor(worker_id)-1:factor(category_id)-14.5 0
factor(worker_id)0:factor(category_id)-14.5 0.09
factor(worker_id)1:factor(category_id)-14.5 0.12
factor(worker_id)2:factor(category_id)-14.5 0.94
factor(worker_id)-1:factor(category_id)-13.5 1
factor(worker_id)0:factor(category_id)-13.5 0.38
factor(worker_id)1:factor(category_id)-13.5 0.89
factor(worker_id)2:factor(category_id)-13.5 1
factor(worker_id)-1:factor(category_id)-12.5 0.21
factor(worker_id)0:factor(category_id)-12.5 0.79
factor(worker_id)1:factor(category_id)-12.5 0.35
factor(worker_id)2:factor(category_id)-12.5 0.47
factor(worker_id)-1:factor(category_id)-11.5 0.24
factor(worker_id)0:factor(category_id)-11.5 0.51
factor(worker_id)1:factor(category_id)-11.5 0.98
factor(worker_id)2:factor(category_id)-11.5 0.99
factor(worker_id)-1:factor(category_id)-10.5 0.01
factor(worker_id)0:factor(category_id)-10.5 0
factor(worker_id)1:factor(category_id)-10.5 0
factor(worker_id)2:factor(category_id)-10.5 0
factor(worker_id)-1:factor(category_id)-9.5 0.03
factor(worker_id)0:factor(category_id)-9.5 0.12
factor(worker_id)1:factor(category_id)-9.5 0.11
factor(worker_id)2:factor(category_id)-9.5 0.99
factor(worker_id)-1:factor(category_id)-8.5 0.65
factor(worker_id)0:factor(category_id)-8.5 0.01
factor(worker_id)1:factor(category_id)-8.5 0.47
factor(worker_id)2:factor(category_id)-8.5 0.83
factor(worker_id)-1:factor(category_id)-7.5 0.66
factor(worker_id)0:factor(category_id)-7.5 1
factor(worker_id)1:factor(category_id)-7.5 0.99
factor(worker_id)2:factor(category_id)-7.5 0.97
factor(worker_id)-1:factor(category_id)-6.5 0.01
factor(worker_id)0:factor(category_id)-6.5 0.27
factor(worker_id)1:factor(category_id)-6.5 0.85
factor(worker_id)2:factor(category_id)-6.5 0.52
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0.27
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 0.61
factor(worker_id)-1:factor(category_id)-4.5 0.5
factor(worker_id)0:factor(category_id)-4.5 0.57
factor(worker_id)1:factor(category_id)-4.5 0.75
factor(worker_id)2:factor(category_id)-4.5 0.98
factor(worker_id)-1:factor(category_id)-3.5 0.14
factor(worker_id)0:factor(category_id)-3.5 0.12
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0.08
factor(worker_id)-1:factor(category_id)-2.5 0.09
factor(worker_id)0:factor(category_id)-2.5 0.94
factor(worker_id)1:factor(category_id)-2.5 0.46
factor(worker_id)2:factor(category_id)-2.5 1
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 0.15
factor(worker_id)0:factor(category_id)-0.5 0.23
factor(worker_id)1:factor(category_id)-0.5 0.34
factor(worker_id)2:factor(category_id)-0.5 0.14
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0.38
factor(worker_id)-1:factor(category_id)1.5 0.01
factor(worker_id)0:factor(category_id)1.5 0.32
factor(worker_id)1:factor(category_id)1.5 0.1
factor(worker_id)2:factor(category_id)1.5 0.59
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0.14
factor(worker_id)2:factor(category_id)2.5 0.99
factor(worker_id)-1:factor(category_id)3.5 0.14
factor(worker_id)0:factor(category_id)3.5 0.1
factor(worker_id)1:factor(category_id)3.5 0.98
factor(worker_id)2:factor(category_id)3.5 0.71
factor(worker_id)-1:factor(category_id)4.5 0.07
factor(worker_id)0:factor(category_id)4.5 0.95
factor(worker_id)1:factor(category_id)4.5 0.03
factor(worker_id)2:factor(category_id)4.5 0.78
factor(worker_id)-1:factor(category_id)5.5 0.04
factor(worker_id)0:factor(category_id)5.5 0.7
factor(worker_id)1:factor(category_id)5.5 0.67
factor(worker_id)2:factor(category_id)5.5 0.62
factor(worker_id)-1:factor(category_id)6.5 0.47
factor(worker_id)0:factor(category_id)6.5 1
factor(worker_id)1:factor(category_id)6.5 0.82
factor(worker_id)2:factor(category_id)6.5 1
factor(worker_id)-1:factor(category_id)7.5 0.78
factor(worker_id)0:factor(category_id)7.5 0.14
factor(worker_id)1:factor(category_id)7.5 1
factor(worker_id)2:factor(category_id)7.5 0.95
factor(worker_id)-1:factor(category_id)8.5 0.01
factor(worker_id)0:factor(category_id)8.5 0.23
factor(worker_id)1:factor(category_id)8.5 0.08
factor(worker_id)2:factor(category_id)8.5 0.95
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 0.52
factor(worker_id)1:factor(category_id)9.5 0.09
factor(worker_id)2:factor(category_id)9.5 0.88
factor(worker_id)-1:factor(category_id)10.5 0.95
factor(worker_id)0:factor(category_id)10.5 0.98
factor(worker_id)1:factor(category_id)10.5 0.93
factor(worker_id)2:factor(category_id)10.5 0.99
factor(worker_id)-1:factor(category_id)11.5 0.31
factor(worker_id)0:factor(category_id)11.5 0.68
factor(worker_id)1:factor(category_id)11.5 0.99
factor(worker_id)2:factor(category_id)11.5 0.73
factor(worker_id)-1:factor(category_id)12.5 0
factor(worker_id)0:factor(category_id)12.5 0.01
factor(worker_id)1:factor(category_id)12.5 0.9
factor(worker_id)2:factor(category_id)12.5 0.77
factor(worker_id)-1:factor(category_id)13.5 0.14
factor(worker_id)0:factor(category_id)13.5 0
factor(worker_id)1:factor(category_id)13.5 0.14
factor(worker_id)2:factor(category_id)13.5 0.42
factor(worker_id)-1:factor(category_id)14.5 0
factor(worker_id)0:factor(category_id)14.5 0.52
factor(worker_id)1:factor(category_id)14.5 0.07
factor(worker_id)2:factor(category_id)14.5 0.94
factor(worker_id)-1:factor(category_id)15.5 0
factor(worker_id)0:factor(category_id)15.5 0.13
factor(worker_id)1:factor(category_id)15.5 0.03
factor(worker_id)2:factor(category_id)15.5 0.29
factor(worker_id)-1:factor(category_id)16.5 0.21
factor(worker_id)0:factor(category_id)16.5 0.99
factor(worker_id)1:factor(category_id)16.5 0.26
factor(worker_id)2:factor(category_id)16.5 1
factor(worker_id)-1:factor(category_id)17.5 0
factor(worker_id)0:factor(category_id)17.5 0
factor(worker_id)1:factor(category_id)17.5 0.3
factor(worker_id)2:factor(category_id)17.5 0.36
factor(worker_id)-1:factor(category_id)18.5 0.92
factor(worker_id)0:factor(category_id)18.5 0
factor(worker_id)1:factor(category_id)18.5 0.9
factor(worker_id)2:factor(category_id)18.5 0.95
factor(worker_id)-1:factor(category_id)19.5 0.22
factor(worker_id)0:factor(category_id)19.5 0
factor(worker_id)1:factor(category_id)19.5 0.97
factor(worker_id)2:factor(category_id)19.5 0.96
factor(worker_id)-1:factor(category_id)20.5 0.05
factor(worker_id)0:factor(category_id)20.5 0
factor(worker_id)1:factor(category_id)20.5 0.99
factor(worker_id)2:factor(category_id)20.5 0.63
factor(worker_id)-1:factor(category_id)21.5 0.06
factor(worker_id)0:factor(category_id)21.5 0
factor(worker_id)1:factor(category_id)21.5 0.02
factor(worker_id)2:factor(category_id)21.5 0.43
factor(worker_id)-1:factor(category_id)22.5 0
factor(worker_id)0:factor(category_id)22.5 0
factor(worker_id)1:factor(category_id)22.5 0.77
factor(worker_id)2:factor(category_id)22.5 0.22
factor(worker_id)-1:factor(category_id)23.5 0.02
factor(worker_id)0:factor(category_id)23.5 0.02
factor(worker_id)1:factor(category_id)23.5 0.11
factor(worker_id)2:factor(category_id)23.5 0.24
factor(worker_id)-1:factor(category_id)24.5 0.02
factor(worker_id)0:factor(category_id)24.5 0.96
factor(worker_id)1:factor(category_id)24.5 1
factor(worker_id)2:factor(category_id)24.5 1

Significant match effect number = 52 out of 196

num_process = 20, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -24.754 0.216 -25.314 -24.764 -24.256
factor(worker_id)-1 100 0 0.009 0.296 -0.745 0.005 0.951
factor(worker_id)0 100 0 0.571 0.308 -0.094 0.593 1.226
factor(worker_id)1 100 0 0.399 0.289 -0.356 0.377 1.208
factor(worker_id)2 100 0 3.160 0.327 2.354 3.117 4.130
factor(category_id)-23.5 100 0 -0.345 0.293 -0.996 -0.325 0.301
factor(category_id)-22.5 100 0 -0.555 0.295 -1.155 -0.564 0.142
factor(category_id)-21.5 100 0 0.555 0.313 -0.504 0.535 1.337
factor(category_id)-20.5 100 0 2.501 0.297 1.852 2.474 3.127
factor(category_id)-19.5 100 0 2.544 0.316 1.739 2.545 3.448
factor(category_id)-18.5 100 0 4.087 0.330 3.228 4.072 4.768
factor(category_id)-17.5 100 0 6.344 0.300 5.626 6.346 7.084
factor(category_id)-16.5 100 0 6.555 0.304 5.595 6.554 7.210
factor(category_id)-15.5 100 0 7.248 0.277 6.579 7.229 7.926
factor(category_id)-14.5 100 0 9.099 0.320 8.241 9.111 10.063
factor(category_id)-13.5 100 0 8.902 0.315 7.999 8.896 9.721
factor(category_id)-12.5 100 0 10.005 0.320 8.962 10.015 10.663
factor(category_id)-11.5 100 0 11.634 0.293 10.977 11.620 12.451
factor(category_id)-10.5 100 0 10.951 0.303 10.159 10.951 11.697
factor(category_id)-9.5 100 0 12.489 0.297 11.796 12.480 13.199
factor(category_id)-8.5 100 0 14.739 0.298 14.047 14.744 15.411
factor(category_id)-7.5 100 0 14.550 0.326 13.731 14.537 15.215
factor(category_id)-6.5 100 0 16.230 0.319 15.269 16.248 17.052
factor(category_id)-5.5 100 0 16.269 0.334 15.167 16.269 16.980
factor(category_id)-4.5 100 0 17.817 0.301 16.975 17.804 18.545
factor(category_id)-3.5 100 0 20.663 0.284 20.062 20.668 21.504
factor(category_id)-2.5 100 0 19.398 0.328 18.579 19.438 19.971
factor(category_id)-1.5 100 0 19.951 0.316 19.283 19.941 20.788
factor(category_id)-0.5 100 0 23.803 0.319 22.924 23.806 24.536
factor(category_id)0.5 100 0 24.146 0.325 23.098 24.143 24.932
factor(category_id)1.5 100 0 22.687 0.335 21.875 22.686 23.431
factor(category_id)2.5 100 0 27.938 0.335 27.106 27.951 28.954
factor(category_id)3.5 100 0 26.464 0.338 25.605 26.491 27.255
factor(category_id)4.5 100 0 27.934 0.320 27.293 27.904 28.996
factor(category_id)5.5 100 0 29.937 0.308 29.193 30.007 30.639
factor(category_id)6.5 100 0 27.926 0.283 27.166 27.945 28.538
factor(category_id)7.5 100 0 31.718 0.314 30.788 31.692 32.482
factor(category_id)8.5 100 0 30.487 0.327 29.666 30.462 31.220
factor(category_id)9.5 100 0 30.144 0.300 29.250 30.135 30.786
factor(category_id)10.5 100 0 32.412 0.324 31.654 32.434 33.388
factor(category_id)11.5 100 0 37.331 0.321 36.609 37.287 38.166
factor(category_id)12.5 100 0 34.034 0.288 33.299 34.018 34.737
factor(category_id)13.5 100 0 36.869 0.291 36.247 36.886 37.695
factor(category_id)14.5 100 0 36.867 0.304 35.951 36.872 37.573
factor(category_id)15.5 100 0 37.669 0.308 36.990 37.683 38.435
factor(category_id)16.5 100 0 40.019 0.337 39.320 39.987 41.072
factor(category_id)17.5 100 0 41.092 0.319 40.368 41.055 41.972
factor(category_id)18.5 100 0 39.951 0.302 38.800 39.978 40.575
factor(category_id)19.5 100 0 42.359 0.291 41.747 42.356 43.132
factor(category_id)20.5 100 0 44.783 0.292 44.062 44.753 45.458
factor(category_id)21.5 100 0 44.604 0.350 43.964 44.589 45.427
factor(category_id)22.5 100 0 44.099 0.322 43.234 44.128 44.779
factor(category_id)23.5 100 0 47.327 0.288 46.536 47.361 48.060
factor(category_id)24.5 100 0 46.931 0.293 46.202 46.938 47.580
factor(worker_id)-1:factor(category_id)-23.5 100 0 0.862 0.387 -0.438 0.872 1.917
factor(worker_id)0:factor(category_id)-23.5 100 0 0.932 0.395 -0.078 0.973 1.818
factor(worker_id)1:factor(category_id)-23.5 100 0 2.029 0.442 0.986 2.080 3.184
factor(worker_id)2:factor(category_id)-23.5 100 0 0.690 0.452 -0.750 0.711 1.864
factor(worker_id)-1:factor(category_id)-22.5 100 0 -0.732 0.435 -1.718 -0.663 0.214
factor(worker_id)0:factor(category_id)-22.5 100 0 1.467 0.439 0.479 1.488 2.564
factor(worker_id)1:factor(category_id)-22.5 100 0 4.101 0.407 2.899 4.138 4.997
factor(worker_id)2:factor(category_id)-22.5 100 0 0.107 0.464 -1.307 0.072 1.479
factor(worker_id)-1:factor(category_id)-21.5 100 0 2.160 0.436 1.022 2.186 3.257
factor(worker_id)0:factor(category_id)-21.5 100 0 1.665 0.441 0.753 1.647 3.142
factor(worker_id)1:factor(category_id)-21.5 100 0 4.613 0.471 3.535 4.597 6.200
factor(worker_id)2:factor(category_id)-21.5 100 0 0.279 0.446 -0.864 0.304 1.358
factor(worker_id)-1:factor(category_id)-20.5 100 0 0.223 0.421 -0.838 0.225 1.344
factor(worker_id)0:factor(category_id)-20.5 100 0 0.813 0.424 -0.134 0.836 1.938
factor(worker_id)1:factor(category_id)-20.5 100 0 2.184 0.424 1.388 2.162 3.180
factor(worker_id)2:factor(category_id)-20.5 100 0 0.400 0.456 -0.570 0.415 1.541
factor(worker_id)-1:factor(category_id)-19.5 100 0 0.480 0.458 -0.541 0.463 1.503
factor(worker_id)0:factor(category_id)-19.5 100 0 0.490 0.461 -0.581 0.542 1.508
factor(worker_id)1:factor(category_id)-19.5 100 0 4.441 0.424 3.417 4.439 5.391
factor(worker_id)2:factor(category_id)-19.5 100 0 2.783 0.484 1.536 2.817 3.984
factor(worker_id)-1:factor(category_id)-18.5 100 0 0.910 0.474 -0.095 0.887 2.148
factor(worker_id)0:factor(category_id)-18.5 100 0 1.134 0.442 0.312 1.078 2.411
factor(worker_id)1:factor(category_id)-18.5 100 0 2.148 0.393 1.114 2.141 2.985
factor(worker_id)2:factor(category_id)-18.5 100 0 0.326 0.472 -0.846 0.322 1.778
factor(worker_id)-1:factor(category_id)-17.5 100 0 -1.073 0.414 -2.378 -1.097 0.073
factor(worker_id)0:factor(category_id)-17.5 100 0 1.098 0.419 -0.035 1.046 1.942
factor(worker_id)1:factor(category_id)-17.5 100 0 1.217 0.433 0.307 1.242 2.284
factor(worker_id)2:factor(category_id)-17.5 100 0 -0.794 0.437 -2.036 -0.789 0.590
factor(worker_id)-1:factor(category_id)-16.5 100 0 1.704 0.415 0.528 1.712 2.576
factor(worker_id)0:factor(category_id)-16.5 100 0 0.377 0.452 -0.771 0.377 1.548
factor(worker_id)1:factor(category_id)-16.5 100 0 5.036 0.368 4.045 5.022 5.834
factor(worker_id)2:factor(category_id)-16.5 100 0 0.383 0.439 -0.623 0.378 1.389
factor(worker_id)-1:factor(category_id)-15.5 100 0 1.052 0.391 0.193 1.004 2.142
factor(worker_id)0:factor(category_id)-15.5 100 0 0.294 0.448 -0.757 0.287 1.450
factor(worker_id)1:factor(category_id)-15.5 100 0 2.464 0.386 1.388 2.460 3.376
factor(worker_id)2:factor(category_id)-15.5 100 0 -0.207 0.471 -1.573 -0.221 1.258
factor(worker_id)-1:factor(category_id)-14.5 100 0 -0.489 0.449 -1.996 -0.511 0.777
factor(worker_id)0:factor(category_id)-14.5 100 0 0.606 0.448 -0.424 0.607 1.878
factor(worker_id)1:factor(category_id)-14.5 100 0 1.264 0.462 -0.087 1.292 2.080
factor(worker_id)2:factor(category_id)-14.5 100 0 -0.291 0.457 -1.818 -0.299 0.756
factor(worker_id)-1:factor(category_id)-13.5 100 0 -1.011 0.445 -1.901 -1.045 0.302
factor(worker_id)0:factor(category_id)-13.5 100 0 0.489 0.473 -0.697 0.527 1.773
factor(worker_id)1:factor(category_id)-13.5 100 0 3.471 0.435 2.579 3.430 4.456
factor(worker_id)2:factor(category_id)-13.5 100 0 2.397 0.442 1.342 2.412 4.040
factor(worker_id)-1:factor(category_id)-12.5 100 0 1.706 0.456 0.553 1.735 2.970
factor(worker_id)0:factor(category_id)-12.5 100 0 1.792 0.443 0.760 1.798 2.784
factor(worker_id)1:factor(category_id)-12.5 100 0 2.440 0.446 1.397 2.460 3.410
factor(worker_id)2:factor(category_id)-12.5 100 0 0.259 0.488 -1.026 0.268 1.589
factor(worker_id)-1:factor(category_id)-11.5 100 0 -0.008 0.379 -0.882 -0.020 0.800
factor(worker_id)0:factor(category_id)-11.5 100 0 1.592 0.390 0.697 1.572 2.550
factor(worker_id)1:factor(category_id)-11.5 100 0 0.789 0.432 -0.433 0.833 1.733
factor(worker_id)2:factor(category_id)-11.5 100 0 -0.053 0.458 -1.138 -0.017 0.820
factor(worker_id)-1:factor(category_id)-10.5 100 0 1.232 0.459 0.377 1.224 2.309
factor(worker_id)0:factor(category_id)-10.5 100 0 3.070 0.464 1.964 3.050 4.136
factor(worker_id)1:factor(category_id)-10.5 100 0 3.404 0.395 2.224 3.398 4.507
factor(worker_id)2:factor(category_id)-10.5 100 0 0.924 0.448 -0.227 0.920 1.996
factor(worker_id)-1:factor(category_id)-9.5 100 0 -0.344 0.418 -1.493 -0.363 0.623
factor(worker_id)0:factor(category_id)-9.5 100 0 2.595 0.410 1.405 2.618 3.438
factor(worker_id)1:factor(category_id)-9.5 100 0 3.795 0.421 2.514 3.812 5.011
factor(worker_id)2:factor(category_id)-9.5 100 0 2.125 0.425 1.237 2.075 3.474
factor(worker_id)-1:factor(category_id)-8.5 100 0 1.149 0.444 -0.060 1.120 2.386
factor(worker_id)0:factor(category_id)-8.5 100 0 0.435 0.404 -0.854 0.399 1.515
factor(worker_id)1:factor(category_id)-8.5 100 0 0.912 0.440 0.072 0.934 1.996
factor(worker_id)2:factor(category_id)-8.5 100 0 0.527 0.424 -0.573 0.565 1.493
factor(worker_id)-1:factor(category_id)-7.5 100 0 3.287 0.435 1.698 3.306 4.037
factor(worker_id)0:factor(category_id)-7.5 100 0 1.931 0.422 0.954 1.890 2.947
factor(worker_id)1:factor(category_id)-7.5 100 0 2.631 0.469 1.310 2.658 3.768
factor(worker_id)2:factor(category_id)-7.5 100 0 2.726 0.454 1.415 2.705 3.584
factor(worker_id)-1:factor(category_id)-6.5 100 0 1.267 0.438 -0.220 1.276 2.468
factor(worker_id)0:factor(category_id)-6.5 100 0 1.266 0.441 0.292 1.318 2.317
factor(worker_id)1:factor(category_id)-6.5 100 0 3.447 0.410 2.434 3.435 4.346
factor(worker_id)2:factor(category_id)-6.5 100 0 1.505 0.466 0.474 1.443 2.601
factor(worker_id)-1:factor(category_id)-5.5 100 0 2.312 0.488 1.300 2.302 3.696
factor(worker_id)0:factor(category_id)-5.5 100 0 0.868 0.420 -0.215 0.881 2.030
factor(worker_id)1:factor(category_id)-5.5 100 0 3.300 0.422 2.476 3.287 4.721
factor(worker_id)2:factor(category_id)-5.5 100 0 1.277 0.488 0.042 1.239 2.497
factor(worker_id)-1:factor(category_id)-4.5 100 0 1.930 0.468 0.745 1.957 3.052
factor(worker_id)0:factor(category_id)-4.5 100 0 3.342 0.420 2.360 3.356 4.284
factor(worker_id)1:factor(category_id)-4.5 100 0 3.468 0.403 2.527 3.465 4.786
factor(worker_id)2:factor(category_id)-4.5 100 0 -0.024 0.444 -1.049 -0.024 1.094
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.263 0.387 -0.866 0.286 1.158
factor(worker_id)0:factor(category_id)-3.5 100 0 -0.342 0.417 -1.424 -0.331 0.719
factor(worker_id)1:factor(category_id)-3.5 100 0 -1.160 0.448 -2.341 -1.128 -0.149
factor(worker_id)2:factor(category_id)-3.5 100 0 -0.619 0.446 -1.817 -0.691 0.458
factor(worker_id)-1:factor(category_id)-2.5 100 0 1.081 0.437 0.107 1.071 2.203
factor(worker_id)0:factor(category_id)-2.5 100 0 2.104 0.456 1.111 2.133 3.355
factor(worker_id)1:factor(category_id)-2.5 100 0 2.004 0.455 0.659 2.076 2.938
factor(worker_id)2:factor(category_id)-2.5 100 0 1.337 0.471 0.124 1.293 2.780
factor(worker_id)-1:factor(category_id)-1.5 100 0 4.406 0.464 2.852 4.344 5.488
factor(worker_id)0:factor(category_id)-1.5 100 0 3.272 0.439 2.319 3.248 4.424
factor(worker_id)1:factor(category_id)-1.5 100 0 2.816 0.448 1.627 2.803 4.052
factor(worker_id)2:factor(category_id)-1.5 100 0 2.249 0.416 0.879 2.247 3.296
factor(worker_id)-1:factor(category_id)-0.5 100 0 -0.598 0.437 -1.663 -0.606 0.535
factor(worker_id)0:factor(category_id)-0.5 100 0 0.152 0.487 -1.215 0.144 1.513
factor(worker_id)1:factor(category_id)-0.5 100 0 0.391 0.418 -0.617 0.387 1.500
factor(worker_id)2:factor(category_id)-0.5 100 0 0.488 0.445 -0.679 0.460 1.504
factor(worker_id)-1:factor(category_id)0.5 100 0 -0.721 0.412 -1.659 -0.738 0.173
factor(worker_id)0:factor(category_id)0.5 100 0 0.349 0.470 -0.746 0.358 1.499
factor(worker_id)1:factor(category_id)0.5 100 0 1.210 0.415 0.408 1.185 2.174
factor(worker_id)2:factor(category_id)0.5 100 0 -0.478 0.453 -1.793 -0.451 0.706
factor(worker_id)-1:factor(category_id)1.5 100 0 2.295 0.471 1.006 2.279 3.644
factor(worker_id)0:factor(category_id)1.5 100 0 1.406 0.473 0.130 1.479 2.291
factor(worker_id)1:factor(category_id)1.5 100 0 4.489 0.448 3.547 4.476 5.779
factor(worker_id)2:factor(category_id)1.5 100 0 1.632 0.459 0.085 1.627 2.905
factor(worker_id)-1:factor(category_id)2.5 100 0 0.230 0.484 -1.280 0.266 1.393
factor(worker_id)0:factor(category_id)2.5 100 0 -0.386 0.478 -1.494 -0.426 0.887
factor(worker_id)1:factor(category_id)2.5 100 0 1.334 0.440 0.008 1.327 2.277
factor(worker_id)2:factor(category_id)2.5 100 0 -0.028 0.493 -1.252 -0.031 1.508
factor(worker_id)-1:factor(category_id)3.5 100 0 1.601 0.473 0.343 1.600 2.820
factor(worker_id)0:factor(category_id)3.5 100 0 3.674 0.485 2.182 3.671 4.922
factor(worker_id)1:factor(category_id)3.5 100 0 4.178 0.406 3.072 4.171 5.130
factor(worker_id)2:factor(category_id)3.5 100 0 -0.280 0.495 -1.423 -0.247 1.142
factor(worker_id)-1:factor(category_id)4.5 100 0 -0.413 0.421 -1.941 -0.457 0.474
factor(worker_id)0:factor(category_id)4.5 100 0 0.337 0.431 -0.721 0.317 1.386
factor(worker_id)1:factor(category_id)4.5 100 0 0.589 0.390 -0.587 0.576 1.729
factor(worker_id)2:factor(category_id)4.5 100 0 -0.008 0.443 -1.035 -0.009 1.156
factor(worker_id)-1:factor(category_id)5.5 100 0 -0.708 0.475 -1.721 -0.754 0.771
factor(worker_id)0:factor(category_id)5.5 100 0 -0.325 0.437 -1.155 -0.379 1.099
factor(worker_id)1:factor(category_id)5.5 100 0 2.849 0.441 1.428 2.866 3.756
factor(worker_id)2:factor(category_id)5.5 100 0 -1.547 0.479 -2.535 -1.607 -0.282
factor(worker_id)-1:factor(category_id)6.5 100 0 1.971 0.426 0.764 1.987 2.998
factor(worker_id)0:factor(category_id)6.5 100 0 2.432 0.441 1.524 2.395 3.304
factor(worker_id)1:factor(category_id)6.5 100 0 2.642 0.425 1.600 2.630 3.677
factor(worker_id)2:factor(category_id)6.5 100 0 4.756 0.454 3.926 4.737 5.879
factor(worker_id)-1:factor(category_id)7.5 100 0 1.096 0.452 -0.001 1.152 2.211
factor(worker_id)0:factor(category_id)7.5 100 0 1.043 0.456 -0.246 0.982 2.054
factor(worker_id)1:factor(category_id)7.5 100 0 1.227 0.427 0.207 1.271 2.260
factor(worker_id)2:factor(category_id)7.5 100 0 0.592 0.488 -0.516 0.564 1.732
factor(worker_id)-1:factor(category_id)8.5 100 0 2.012 0.446 0.981 2.004 3.337
factor(worker_id)0:factor(category_id)8.5 100 0 1.071 0.422 0.069 1.120 2.235
factor(worker_id)1:factor(category_id)8.5 100 0 4.158 0.415 2.840 4.168 4.927
factor(worker_id)2:factor(category_id)8.5 100 0 1.603 0.483 0.489 1.603 2.802
factor(worker_id)-1:factor(category_id)9.5 100 0 1.627 0.478 0.634 1.538 2.961
factor(worker_id)0:factor(category_id)9.5 100 0 4.963 0.416 4.031 4.964 6.059
factor(worker_id)1:factor(category_id)9.5 100 0 4.520 0.443 3.507 4.501 5.511
factor(worker_id)2:factor(category_id)9.5 100 0 2.576 0.452 1.473 2.586 3.927
factor(worker_id)-1:factor(category_id)10.5 100 0 1.233 0.430 0.043 1.285 2.553
factor(worker_id)0:factor(category_id)10.5 100 0 2.274 0.455 1.014 2.269 3.446
factor(worker_id)1:factor(category_id)10.5 100 0 2.174 0.458 0.986 2.169 3.424
factor(worker_id)2:factor(category_id)10.5 100 0 2.633 0.462 1.506 2.648 3.891
factor(worker_id)-1:factor(category_id)11.5 100 0 -1.196 0.423 -2.306 -1.238 0.098
factor(worker_id)0:factor(category_id)11.5 100 0 -2.475 0.389 -3.302 -2.553 -1.536
factor(worker_id)1:factor(category_id)11.5 100 0 -1.466 0.449 -2.433 -1.442 -0.394
factor(worker_id)2:factor(category_id)11.5 100 0 -3.076 0.433 -4.200 -3.066 -1.968
factor(worker_id)-1:factor(category_id)12.5 100 0 3.969 0.368 3.148 3.957 4.771
factor(worker_id)0:factor(category_id)12.5 100 0 3.236 0.446 2.214 3.210 4.738
factor(worker_id)1:factor(category_id)12.5 100 0 3.862 0.451 2.628 3.853 4.797
factor(worker_id)2:factor(category_id)12.5 100 0 2.522 0.375 1.545 2.521 3.481
factor(worker_id)-1:factor(category_id)13.5 100 0 2.164 0.461 1.115 2.111 3.322
factor(worker_id)0:factor(category_id)13.5 100 0 1.135 0.433 -0.196 1.106 2.094
factor(worker_id)1:factor(category_id)13.5 100 0 2.046 0.378 1.147 2.108 2.925
factor(worker_id)2:factor(category_id)13.5 100 0 0.928 0.482 -0.568 0.920 2.338
factor(worker_id)-1:factor(category_id)14.5 100 0 1.996 0.438 0.897 1.964 3.502
factor(worker_id)0:factor(category_id)14.5 100 0 0.967 0.464 -0.182 0.956 2.109
factor(worker_id)1:factor(category_id)14.5 100 0 3.670 0.457 2.586 3.630 4.856
factor(worker_id)2:factor(category_id)14.5 100 0 1.462 0.471 0.327 1.404 2.690
factor(worker_id)-1:factor(category_id)15.5 100 0 0.106 0.442 -1.000 0.055 1.168
factor(worker_id)0:factor(category_id)15.5 100 0 2.166 0.401 1.176 2.209 2.994
factor(worker_id)1:factor(category_id)15.5 100 0 3.911 0.435 2.808 3.872 4.902
factor(worker_id)2:factor(category_id)15.5 100 0 1.278 0.468 0.387 1.282 2.625
factor(worker_id)-1:factor(category_id)16.5 100 0 0.215 0.473 -0.980 0.253 1.615
factor(worker_id)0:factor(category_id)16.5 100 0 1.850 0.483 0.584 1.880 3.160
factor(worker_id)1:factor(category_id)16.5 100 0 2.265 0.422 1.213 2.301 3.197
factor(worker_id)2:factor(category_id)16.5 100 0 -1.752 0.443 -3.116 -1.679 -0.960
factor(worker_id)-1:factor(category_id)17.5 100 0 0.163 0.447 -1.565 0.152 1.249
factor(worker_id)0:factor(category_id)17.5 100 0 -0.548 0.445 -1.541 -0.593 0.660
factor(worker_id)1:factor(category_id)17.5 100 0 -0.148 0.443 -1.656 -0.140 0.972
factor(worker_id)2:factor(category_id)17.5 100 0 1.339 0.476 -0.092 1.380 2.342
factor(worker_id)-1:factor(category_id)18.5 100 0 1.609 0.474 0.532 1.610 2.827
factor(worker_id)0:factor(category_id)18.5 100 0 4.373 0.411 3.209 4.407 5.741
factor(worker_id)1:factor(category_id)18.5 100 0 3.108 0.456 2.152 3.067 4.794
factor(worker_id)2:factor(category_id)18.5 100 0 3.196 0.468 2.079 3.230 4.270
factor(worker_id)-1:factor(category_id)19.5 100 0 0.799 0.420 -0.339 0.834 1.638
factor(worker_id)0:factor(category_id)19.5 100 0 1.269 0.395 0.268 1.301 2.148
factor(worker_id)1:factor(category_id)19.5 100 0 3.782 0.414 2.597 3.831 4.572
factor(worker_id)2:factor(category_id)19.5 100 0 1.372 0.409 0.416 1.385 2.442
factor(worker_id)-1:factor(category_id)20.5 100 0 -1.578 0.419 -2.755 -1.566 -0.623
factor(worker_id)0:factor(category_id)20.5 100 0 0.965 0.437 -0.308 0.970 1.809
factor(worker_id)1:factor(category_id)20.5 100 0 0.496 0.422 -0.472 0.473 1.473
factor(worker_id)2:factor(category_id)20.5 100 0 -0.817 0.455 -1.918 -0.804 0.182
factor(worker_id)-1:factor(category_id)21.5 100 0 -0.170 0.467 -1.230 -0.209 0.873
factor(worker_id)0:factor(category_id)21.5 100 0 -0.054 0.443 -1.250 -0.078 1.169
factor(worker_id)1:factor(category_id)21.5 100 0 3.290 0.420 2.303 3.340 4.223
factor(worker_id)2:factor(category_id)21.5 100 0 0.300 0.463 -0.590 0.239 1.640
factor(worker_id)-1:factor(category_id)22.5 100 0 3.484 0.422 2.292 3.452 4.566
factor(worker_id)0:factor(category_id)22.5 100 0 2.085 0.444 0.974 2.086 3.002
factor(worker_id)1:factor(category_id)22.5 100 0 4.523 0.462 2.994 4.530 5.521
factor(worker_id)2:factor(category_id)22.5 100 0 1.577 0.452 0.389 1.602 2.797
factor(worker_id)-1:factor(category_id)23.5 100 0 -0.503 0.447 -1.798 -0.523 0.684
factor(worker_id)0:factor(category_id)23.5 100 0 -1.351 0.414 -2.402 -1.360 -0.148
factor(worker_id)1:factor(category_id)23.5 100 0 2.307 0.393 1.214 2.319 3.417
factor(worker_id)2:factor(category_id)23.5 100 0 0.499 0.496 -0.891 0.505 1.571
factor(worker_id)-1:factor(category_id)24.5 100 0 1.175 0.394 0.339 1.119 2.012
factor(worker_id)0:factor(category_id)24.5 100 0 2.427 0.451 1.332 2.434 3.503
factor(worker_id)1:factor(category_id)24.5 100 0 3.908 0.401 2.915 3.918 4.770
factor(worker_id)2:factor(category_id)24.5 100 0 1.679 0.399 0.897 1.699 2.530

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -28.484 0.216 -29.045 -28.494 -27.986
factor(worker_id)-1 100 0 1.561 0.296 0.807 1.556 2.503
factor(worker_id)0 100 0 0.437 0.308 -0.229 0.458 1.092
factor(worker_id)1 100 0 -1.570 0.289 -2.325 -1.593 -0.762
factor(worker_id)2 100 0 -0.424 0.327 -1.230 -0.468 0.545
factor(category_id)-23.5 100 0 -3.459 0.293 -4.110 -3.439 -2.813
factor(category_id)-22.5 100 0 -5.939 0.295 -6.539 -5.949 -5.243
factor(category_id)-21.5 100 0 -4.109 0.313 -5.168 -4.129 -3.326
factor(category_id)-20.5 100 0 -3.448 0.297 -4.098 -3.476 -2.822
factor(category_id)-19.5 100 0 -7.435 0.316 -8.239 -7.433 -6.531
factor(category_id)-18.5 100 0 -4.006 0.330 -4.865 -4.021 -3.325
factor(category_id)-17.5 100 0 -2.409 0.300 -3.128 -2.407 -1.669
factor(category_id)-16.5 100 0 -4.255 0.304 -5.215 -4.256 -3.600
factor(category_id)-15.5 100 0 -3.621 0.277 -4.291 -3.640 -2.944
factor(category_id)-14.5 100 0 -1.760 0.320 -2.618 -1.748 -0.796
factor(category_id)-13.5 100 0 -3.893 0.315 -4.796 -3.899 -3.074
factor(category_id)-12.5 100 0 -4.698 0.320 -5.741 -4.688 -4.040
factor(category_id)-11.5 100 0 -2.471 0.293 -3.128 -2.485 -1.654
factor(category_id)-10.5 100 0 -4.623 0.303 -5.415 -4.623 -3.877
factor(category_id)-9.5 100 0 -5.611 0.297 -6.304 -5.619 -4.901
factor(category_id)-8.5 100 0 -3.262 0.298 -3.954 -3.256 -2.589
factor(category_id)-7.5 100 0 -5.123 0.326 -5.942 -5.136 -4.457
factor(category_id)-6.5 100 0 -1.712 0.319 -2.673 -1.694 -0.889
factor(category_id)-5.5 100 0 -3.541 0.334 -4.643 -3.541 -2.830
factor(category_id)-4.5 100 0 -3.360 0.301 -4.203 -3.374 -2.633
factor(category_id)-3.5 100 0 -1.981 0.284 -2.582 -1.976 -1.140
factor(category_id)-2.5 100 0 -4.360 0.328 -5.179 -4.320 -3.787
factor(category_id)-1.5 100 0 -5.607 0.316 -6.276 -5.618 -4.771
factor(category_id)-0.5 100 0 -3.886 0.319 -4.765 -3.883 -3.153
factor(category_id)0.5 100 0 -4.905 0.325 -5.953 -4.908 -4.119
factor(category_id)1.5 100 0 -4.232 0.335 -5.043 -4.232 -3.488
factor(category_id)2.5 100 0 -3.262 0.335 -4.094 -3.248 -2.245
factor(category_id)3.5 100 0 -2.543 0.338 -3.403 -2.517 -1.753
factor(category_id)4.5 100 0 -3.435 0.320 -4.075 -3.464 -2.372
factor(category_id)5.5 100 0 -3.145 0.308 -3.889 -3.075 -2.443
factor(category_id)6.5 100 0 -5.140 0.283 -5.900 -5.121 -4.528
factor(category_id)7.5 100 0 -1.285 0.314 -2.214 -1.311 -0.520
factor(category_id)8.5 100 0 -3.801 0.327 -4.623 -3.826 -3.068
factor(category_id)9.5 100 0 -6.174 0.300 -7.068 -6.183 -5.532
factor(category_id)10.5 100 0 -4.900 0.324 -5.657 -4.878 -3.923
factor(category_id)11.5 100 0 -1.623 0.321 -2.345 -1.667 -0.788
factor(category_id)12.5 100 0 -5.952 0.288 -6.686 -5.968 -5.248
factor(category_id)13.5 100 0 -3.841 0.291 -4.462 -3.823 -3.014
factor(category_id)14.5 100 0 -2.511 0.304 -3.427 -2.506 -1.805
factor(category_id)15.5 100 0 -3.807 0.308 -4.487 -3.794 -3.041
factor(category_id)16.5 100 0 -4.541 0.337 -5.240 -4.573 -3.488
factor(category_id)17.5 100 0 -2.600 0.319 -3.324 -2.637 -1.719
factor(category_id)18.5 100 0 -6.377 0.302 -7.528 -6.350 -5.753
factor(category_id)19.5 100 0 -4.681 0.291 -5.292 -4.684 -3.908
factor(category_id)20.5 100 0 -3.233 0.292 -3.954 -3.262 -2.557
factor(category_id)21.5 100 0 44.281 0.350 43.640 44.266 45.104

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.02
factor(worker_id)0 0.47
factor(worker_id)1 0.22
factor(worker_id)2 1
factor(category_id)-23.5 0
factor(category_id)-22.5 0
factor(category_id)-21.5 0.42
factor(category_id)-20.5 1
factor(category_id)-19.5 1
factor(category_id)-18.5 1
factor(category_id)-17.5 1
factor(category_id)-16.5 1
factor(category_id)-15.5 1
factor(category_id)-14.5 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(category_id)15.5 1
factor(category_id)16.5 1
factor(category_id)17.5 1
factor(category_id)18.5 1
factor(category_id)19.5 1
factor(category_id)20.5 1
factor(category_id)21.5 1
factor(category_id)22.5 1
factor(category_id)23.5 1
factor(category_id)24.5 1
factor(worker_id)-1:factor(category_id)-23.5 0.5
factor(worker_id)0:factor(category_id)-23.5 0.59
factor(worker_id)1:factor(category_id)-23.5 1
factor(worker_id)2:factor(category_id)-23.5 0.39
factor(worker_id)-1:factor(category_id)-22.5 0
factor(worker_id)0:factor(category_id)-22.5 0.91
factor(worker_id)1:factor(category_id)-22.5 1
factor(worker_id)2:factor(category_id)-22.5 0.04
factor(worker_id)-1:factor(category_id)-21.5 1
factor(worker_id)0:factor(category_id)-21.5 0.99
factor(worker_id)1:factor(category_id)-21.5 1
factor(worker_id)2:factor(category_id)-21.5 0.07
factor(worker_id)-1:factor(category_id)-20.5 0.05
factor(worker_id)0:factor(category_id)-20.5 0.46
factor(worker_id)1:factor(category_id)-20.5 1
factor(worker_id)2:factor(category_id)-20.5 0.16
factor(worker_id)-1:factor(category_id)-19.5 0.23
factor(worker_id)0:factor(category_id)-19.5 0.22
factor(worker_id)1:factor(category_id)-19.5 1
factor(worker_id)2:factor(category_id)-19.5 1
factor(worker_id)-1:factor(category_id)-18.5 0.51
factor(worker_id)0:factor(category_id)-18.5 0.71
factor(worker_id)1:factor(category_id)-18.5 1
factor(worker_id)2:factor(category_id)-18.5 0.11
factor(worker_id)-1:factor(category_id)-17.5 0
factor(worker_id)0:factor(category_id)-17.5 0.67
factor(worker_id)1:factor(category_id)-17.5 0.76
factor(worker_id)2:factor(category_id)-17.5 0
factor(worker_id)-1:factor(category_id)-16.5 0.97
factor(worker_id)0:factor(category_id)-16.5 0.11
factor(worker_id)1:factor(category_id)-16.5 1
factor(worker_id)2:factor(category_id)-16.5 0.12
factor(worker_id)-1:factor(category_id)-15.5 0.65
factor(worker_id)0:factor(category_id)-15.5 0.08
factor(worker_id)1:factor(category_id)-15.5 1
factor(worker_id)2:factor(category_id)-15.5 0.01
factor(worker_id)-1:factor(category_id)-14.5 0
factor(worker_id)0:factor(category_id)-14.5 0.26
factor(worker_id)1:factor(category_id)-14.5 0.82
factor(worker_id)2:factor(category_id)-14.5 0
factor(worker_id)-1:factor(category_id)-13.5 0
factor(worker_id)0:factor(category_id)-13.5 0.19
factor(worker_id)1:factor(category_id)-13.5 1
factor(worker_id)2:factor(category_id)-13.5 1
factor(worker_id)-1:factor(category_id)-12.5 0.98
factor(worker_id)0:factor(category_id)-12.5 0.99
factor(worker_id)1:factor(category_id)-12.5 1
factor(worker_id)2:factor(category_id)-12.5 0.09
factor(worker_id)-1:factor(category_id)-11.5 0
factor(worker_id)0:factor(category_id)-11.5 0.97
factor(worker_id)1:factor(category_id)-11.5 0.47
factor(worker_id)2:factor(category_id)-11.5 0
factor(worker_id)-1:factor(category_id)-10.5 0.74
factor(worker_id)0:factor(category_id)-10.5 1
factor(worker_id)1:factor(category_id)-10.5 1
factor(worker_id)2:factor(category_id)-10.5 0.55
factor(worker_id)-1:factor(category_id)-9.5 0
factor(worker_id)0:factor(category_id)-9.5 1
factor(worker_id)1:factor(category_id)-9.5 1
factor(worker_id)2:factor(category_id)-9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0.74
factor(worker_id)0:factor(category_id)-8.5 0.15
factor(worker_id)1:factor(category_id)-8.5 0.55
factor(worker_id)2:factor(category_id)-8.5 0.2
factor(worker_id)-1:factor(category_id)-7.5 1
factor(worker_id)0:factor(category_id)-7.5 1
factor(worker_id)1:factor(category_id)-7.5 1
factor(worker_id)2:factor(category_id)-7.5 1
factor(worker_id)-1:factor(category_id)-6.5 0.83
factor(worker_id)0:factor(category_id)-6.5 0.8
factor(worker_id)1:factor(category_id)-6.5 1
factor(worker_id)2:factor(category_id)-6.5 0.9
factor(worker_id)-1:factor(category_id)-5.5 1
factor(worker_id)0:factor(category_id)-5.5 0.5
factor(worker_id)1:factor(category_id)-5.5 1
factor(worker_id)2:factor(category_id)-5.5 0.79
factor(worker_id)-1:factor(category_id)-4.5 0.99
factor(worker_id)0:factor(category_id)-4.5 1
factor(worker_id)1:factor(category_id)-4.5 1
factor(worker_id)2:factor(category_id)-4.5 0.05
factor(worker_id)-1:factor(category_id)-3.5 0.05
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0.7
factor(worker_id)0:factor(category_id)-2.5 1
factor(worker_id)1:factor(category_id)-2.5 0.99
factor(worker_id)2:factor(category_id)-2.5 0.87
factor(worker_id)-1:factor(category_id)-1.5 1
factor(worker_id)0:factor(category_id)-1.5 1
factor(worker_id)1:factor(category_id)-1.5 1
factor(worker_id)2:factor(category_id)-1.5 1
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0.07
factor(worker_id)1:factor(category_id)-0.5 0.11
factor(worker_id)2:factor(category_id)-0.5 0.21
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0.13
factor(worker_id)1:factor(category_id)0.5 0.79
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 1
factor(worker_id)0:factor(category_id)1.5 0.87
factor(worker_id)1:factor(category_id)1.5 1
factor(worker_id)2:factor(category_id)1.5 0.97
factor(worker_id)-1:factor(category_id)2.5 0.07
factor(worker_id)0:factor(category_id)2.5 0.01
factor(worker_id)1:factor(category_id)2.5 0.85
factor(worker_id)2:factor(category_id)2.5 0.02
factor(worker_id)-1:factor(category_id)3.5 0.95
factor(worker_id)0:factor(category_id)3.5 1
factor(worker_id)1:factor(category_id)3.5 1
factor(worker_id)2:factor(category_id)3.5 0.03
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0.11
factor(worker_id)1:factor(category_id)4.5 0.25
factor(worker_id)2:factor(category_id)4.5 0.02
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0.01
factor(worker_id)1:factor(category_id)5.5 1
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 0.99
factor(worker_id)0:factor(category_id)6.5 1
factor(worker_id)1:factor(category_id)6.5 1
factor(worker_id)2:factor(category_id)6.5 1
factor(worker_id)-1:factor(category_id)7.5 0.7
factor(worker_id)0:factor(category_id)7.5 0.62
factor(worker_id)1:factor(category_id)7.5 0.79
factor(worker_id)2:factor(category_id)7.5 0.25
factor(worker_id)-1:factor(category_id)8.5 1
factor(worker_id)0:factor(category_id)8.5 0.69
factor(worker_id)1:factor(category_id)8.5 1
factor(worker_id)2:factor(category_id)8.5 0.9
factor(worker_id)-1:factor(category_id)9.5 0.96
factor(worker_id)0:factor(category_id)9.5 1
factor(worker_id)1:factor(category_id)9.5 1
factor(worker_id)2:factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)10.5 0.78
factor(worker_id)0:factor(category_id)10.5 1
factor(worker_id)1:factor(category_id)10.5 1
factor(worker_id)2:factor(category_id)10.5 1
factor(worker_id)-1:factor(category_id)11.5 0
factor(worker_id)0:factor(category_id)11.5 0
factor(worker_id)1:factor(category_id)11.5 0
factor(worker_id)2:factor(category_id)11.5 0
factor(worker_id)-1:factor(category_id)12.5 1
factor(worker_id)0:factor(category_id)12.5 1
factor(worker_id)1:factor(category_id)12.5 1
factor(worker_id)2:factor(category_id)12.5 1
factor(worker_id)-1:factor(category_id)13.5 1
factor(worker_id)0:factor(category_id)13.5 0.76
factor(worker_id)1:factor(category_id)13.5 1
factor(worker_id)2:factor(category_id)13.5 0.51
factor(worker_id)-1:factor(category_id)14.5 1
factor(worker_id)0:factor(category_id)14.5 0.52
factor(worker_id)1:factor(category_id)14.5 1
factor(worker_id)2:factor(category_id)14.5 0.89
factor(worker_id)-1:factor(category_id)15.5 0.04
factor(worker_id)0:factor(category_id)15.5 1
factor(worker_id)1:factor(category_id)15.5 1
factor(worker_id)2:factor(category_id)15.5 0.8
factor(worker_id)-1:factor(category_id)16.5 0.07
factor(worker_id)0:factor(category_id)16.5 0.97
factor(worker_id)1:factor(category_id)16.5 1
factor(worker_id)2:factor(category_id)16.5 0
factor(worker_id)-1:factor(category_id)17.5 0.04
factor(worker_id)0:factor(category_id)17.5 0
factor(worker_id)1:factor(category_id)17.5 0.01
factor(worker_id)2:factor(category_id)17.5 0.83
factor(worker_id)-1:factor(category_id)18.5 0.97
factor(worker_id)0:factor(category_id)18.5 1
factor(worker_id)1:factor(category_id)18.5 1
factor(worker_id)2:factor(category_id)18.5 1
factor(worker_id)-1:factor(category_id)19.5 0.46
factor(worker_id)0:factor(category_id)19.5 0.84
factor(worker_id)1:factor(category_id)19.5 1
factor(worker_id)2:factor(category_id)19.5 0.88
factor(worker_id)-1:factor(category_id)20.5 0
factor(worker_id)0:factor(category_id)20.5 0.64
factor(worker_id)1:factor(category_id)20.5 0.21
factor(worker_id)2:factor(category_id)20.5 0
factor(worker_id)-1:factor(category_id)21.5 0.01
factor(worker_id)0:factor(category_id)21.5 0.02
factor(worker_id)1:factor(category_id)21.5 1
factor(worker_id)2:factor(category_id)21.5 0.16
factor(worker_id)-1:factor(category_id)22.5 1
factor(worker_id)0:factor(category_id)22.5 1
factor(worker_id)1:factor(category_id)22.5 1
factor(worker_id)2:factor(category_id)22.5 0.94
factor(worker_id)-1:factor(category_id)23.5 0
factor(worker_id)0:factor(category_id)23.5 0
factor(worker_id)1:factor(category_id)23.5 1
factor(worker_id)2:factor(category_id)23.5 0.21
factor(worker_id)-1:factor(category_id)24.5 0.79
factor(worker_id)0:factor(category_id)24.5 1
factor(worker_id)1:factor(category_id)24.5 1
factor(worker_id)2:factor(category_id)24.5 1

Significant match effect number = 97 out of 196

num_process = 30, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -26.066 0.199 -26.587 -26.090 -25.611
factor(worker_id)-1 100 0 0.782 0.286 0.237 0.791 1.658
factor(worker_id)0 100 0 1.021 0.268 0.424 1.020 1.627
factor(worker_id)1 100 0 2.596 0.258 2.044 2.581 3.185
factor(worker_id)2 100 0 3.027 0.235 2.407 3.028 3.569
factor(category_id)-23.5 100 0 1.589 0.241 1.011 1.593 2.086
factor(category_id)-22.5 100 0 0.509 0.304 -0.087 0.462 1.436
factor(category_id)-21.5 100 0 2.896 0.278 2.328 2.865 3.826
factor(category_id)-20.5 100 0 3.869 0.243 3.156 3.892 4.432
factor(category_id)-19.5 100 0 4.307 0.260 3.621 4.291 4.878
factor(category_id)-18.5 100 0 5.454 0.294 4.776 5.477 6.194
factor(category_id)-17.5 100 0 7.818 0.262 7.280 7.783 8.364
factor(category_id)-16.5 100 0 7.040 0.305 6.175 7.036 7.687
factor(category_id)-15.5 100 0 10.151 0.268 9.504 10.167 10.815
factor(category_id)-14.5 100 0 9.815 0.270 9.052 9.855 10.473
factor(category_id)-13.5 100 0 9.334 0.265 8.774 9.364 9.864
factor(category_id)-12.5 100 0 11.213 0.256 10.632 11.193 12.137
factor(category_id)-11.5 100 0 13.749 0.296 12.957 13.736 14.537
factor(category_id)-10.5 100 0 12.665 0.241 12.154 12.655 13.260
factor(category_id)-9.5 100 0 13.590 0.258 12.947 13.571 14.208
factor(category_id)-8.5 100 0 13.812 0.269 13.254 13.832 14.569
factor(category_id)-7.5 100 0 17.256 0.258 16.488 17.257 17.758
factor(category_id)-6.5 100 0 17.378 0.266 16.707 17.384 18.116
factor(category_id)-5.5 100 0 18.858 0.283 18.189 18.835 19.556
factor(category_id)-4.5 100 0 18.335 0.270 17.738 18.319 19.188
factor(category_id)-3.5 100 0 20.661 0.262 19.816 20.662 21.365
factor(category_id)-2.5 100 0 22.119 0.253 21.292 22.105 22.878
factor(category_id)-1.5 100 0 22.237 0.287 21.492 22.242 22.916
factor(category_id)-0.5 100 0 23.756 0.279 23.145 23.722 24.466
factor(category_id)0.5 100 0 24.040 0.227 23.583 24.041 24.690
factor(category_id)1.5 100 0 25.247 0.281 24.535 25.245 26.039
factor(category_id)2.5 100 0 25.927 0.294 25.132 25.929 26.628
factor(category_id)3.5 100 0 26.815 0.279 26.125 26.824 27.614
factor(category_id)4.5 100 0 28.085 0.299 27.316 28.036 29.058
factor(category_id)5.5 100 0 29.893 0.274 29.040 29.911 30.467
factor(category_id)6.5 100 0 30.111 0.275 29.482 30.109 30.725
factor(category_id)7.5 100 0 32.732 0.256 32.117 32.724 33.353
factor(category_id)8.5 100 0 33.226 0.298 32.601 33.209 33.857
factor(category_id)9.5 100 0 34.926 0.283 34.279 34.924 35.507
factor(category_id)10.5 100 0 33.130 0.280 32.571 33.142 33.778
factor(category_id)11.5 100 0 36.538 0.267 35.917 36.558 37.155
factor(category_id)12.5 100 0 37.722 0.240 37.119 37.729 38.321
factor(category_id)13.5 100 0 37.365 0.247 36.729 37.364 38.256
factor(category_id)14.5 100 0 37.756 0.288 37.197 37.754 38.449
factor(category_id)15.5 100 0 38.313 0.256 37.687 38.306 39.092
factor(category_id)16.5 100 0 42.126 0.229 41.531 42.135 42.733
factor(category_id)17.5 100 0 41.682 0.259 41.082 41.672 42.202
factor(category_id)18.5 100 0 42.332 0.245 41.692 42.340 42.949
factor(category_id)19.5 100 0 43.756 0.292 43.036 43.750 44.530
factor(category_id)20.5 100 0 44.157 0.276 43.544 44.181 44.741
factor(category_id)21.5 100 0 45.261 0.267 44.533 45.268 45.900
factor(category_id)22.5 100 0 45.405 0.282 44.747 45.433 46.069
factor(category_id)23.5 100 0 48.417 0.262 47.627 48.438 48.939
factor(category_id)24.5 100 0 48.400 0.288 47.782 48.421 48.915
factor(worker_id)-1:factor(category_id)-23.5 100 0 -1.191 0.366 -2.058 -1.198 -0.113
factor(worker_id)0:factor(category_id)-23.5 100 0 -0.415 0.349 -1.423 -0.392 0.355
factor(worker_id)1:factor(category_id)-23.5 100 0 0.607 0.363 -0.428 0.617 1.366
factor(worker_id)2:factor(category_id)-23.5 100 0 0.611 0.338 -0.159 0.605 1.399
factor(worker_id)-1:factor(category_id)-22.5 100 0 1.932 0.422 0.517 1.979 2.764
factor(worker_id)0:factor(category_id)-22.5 100 0 0.851 0.388 -0.183 0.827 1.920
factor(worker_id)1:factor(category_id)-22.5 100 0 2.841 0.398 1.726 2.859 3.952
factor(worker_id)2:factor(category_id)-22.5 100 0 4.187 0.365 3.274 4.188 5.183
factor(worker_id)-1:factor(category_id)-21.5 100 0 -2.589 0.380 -3.597 -2.584 -1.789
factor(worker_id)0:factor(category_id)-21.5 100 0 0.442 0.370 -0.550 0.435 1.183
factor(worker_id)1:factor(category_id)-21.5 100 0 1.705 0.342 0.641 1.680 2.375
factor(worker_id)2:factor(category_id)-21.5 100 0 -0.847 0.336 -1.586 -0.879 0.219
factor(worker_id)-1:factor(category_id)-20.5 100 0 2.180 0.386 0.777 2.176 3.085
factor(worker_id)0:factor(category_id)-20.5 100 0 0.814 0.305 0.093 0.859 1.637
factor(worker_id)1:factor(category_id)-20.5 100 0 0.478 0.349 -0.255 0.473 1.767
factor(worker_id)2:factor(category_id)-20.5 100 0 0.267 0.328 -0.441 0.280 1.511
factor(worker_id)-1:factor(category_id)-19.5 100 0 0.784 0.340 -0.030 0.794 1.537
factor(worker_id)0:factor(category_id)-19.5 100 0 0.824 0.403 -0.325 0.782 1.877
factor(worker_id)1:factor(category_id)-19.5 100 0 0.967 0.379 -0.030 0.985 2.097
factor(worker_id)2:factor(category_id)-19.5 100 0 1.636 0.318 0.475 1.667 2.512
factor(worker_id)-1:factor(category_id)-18.5 100 0 0.204 0.397 -0.962 0.202 1.297
factor(worker_id)0:factor(category_id)-18.5 100 0 1.922 0.383 1.058 1.904 2.805
factor(worker_id)1:factor(category_id)-18.5 100 0 0.587 0.403 -0.400 0.598 1.444
factor(worker_id)2:factor(category_id)-18.5 100 0 -0.082 0.376 -0.820 -0.136 0.802
factor(worker_id)-1:factor(category_id)-17.5 100 0 -0.871 0.372 -1.681 -0.875 -0.028
factor(worker_id)0:factor(category_id)-17.5 100 0 -0.154 0.373 -1.050 -0.136 0.706
factor(worker_id)1:factor(category_id)-17.5 100 0 -0.517 0.354 -1.245 -0.519 0.484
factor(worker_id)2:factor(category_id)-17.5 100 0 -1.648 0.365 -2.935 -1.608 -0.858
factor(worker_id)-1:factor(category_id)-16.5 100 0 0.455 0.433 -0.601 0.424 1.613
factor(worker_id)0:factor(category_id)-16.5 100 0 1.162 0.397 0.318 1.170 2.053
factor(worker_id)1:factor(category_id)-16.5 100 0 1.156 0.388 0.223 1.139 2.180
factor(worker_id)2:factor(category_id)-16.5 100 0 2.730 0.398 1.617 2.758 3.837
factor(worker_id)-1:factor(category_id)-15.5 100 0 -1.657 0.405 -2.876 -1.636 -0.806
factor(worker_id)0:factor(category_id)-15.5 100 0 -0.036 0.355 -0.779 -0.063 0.882
factor(worker_id)1:factor(category_id)-15.5 100 0 -1.533 0.350 -2.319 -1.515 -0.676
factor(worker_id)2:factor(category_id)-15.5 100 0 0.267 0.375 -0.559 0.276 1.073
factor(worker_id)-1:factor(category_id)-14.5 100 0 0.082 0.361 -0.729 0.084 0.785
factor(worker_id)0:factor(category_id)-14.5 100 0 0.851 0.387 -0.015 0.807 1.887
factor(worker_id)1:factor(category_id)-14.5 100 0 -0.896 0.363 -1.738 -0.909 0.024
factor(worker_id)2:factor(category_id)-14.5 100 0 0.139 0.372 -0.567 0.162 1.281
factor(worker_id)-1:factor(category_id)-13.5 100 0 4.350 0.390 3.314 4.365 5.455
factor(worker_id)0:factor(category_id)-13.5 100 0 2.108 0.400 1.082 2.094 3.043
factor(worker_id)1:factor(category_id)-13.5 100 0 0.501 0.332 -0.146 0.517 1.450
factor(worker_id)2:factor(category_id)-13.5 100 0 2.485 0.349 1.694 2.490 3.304
factor(worker_id)-1:factor(category_id)-12.5 100 0 -0.103 0.398 -1.269 -0.055 0.733
factor(worker_id)0:factor(category_id)-12.5 100 0 1.513 0.327 0.196 1.517 2.334
factor(worker_id)1:factor(category_id)-12.5 100 0 0.810 0.326 -0.129 0.819 1.515
factor(worker_id)2:factor(category_id)-12.5 100 0 -0.424 0.378 -1.326 -0.404 0.545
factor(worker_id)-1:factor(category_id)-11.5 100 0 0.991 0.413 -0.286 1.021 1.829
factor(worker_id)0:factor(category_id)-11.5 100 0 -1.085 0.400 -1.937 -1.120 -0.066
factor(worker_id)1:factor(category_id)-11.5 100 0 -1.397 0.388 -2.294 -1.421 -0.462
factor(worker_id)2:factor(category_id)-11.5 100 0 -1.351 0.332 -2.380 -1.391 -0.543
factor(worker_id)-1:factor(category_id)-10.5 100 0 0.523 0.352 -0.516 0.514 1.466
factor(worker_id)0:factor(category_id)-10.5 100 0 3.411 0.341 2.606 3.419 4.295
factor(worker_id)1:factor(category_id)-10.5 100 0 1.755 0.319 1.031 1.753 2.410
factor(worker_id)2:factor(category_id)-10.5 100 0 2.426 0.327 1.511 2.474 3.141
factor(worker_id)-1:factor(category_id)-9.5 100 0 0.151 0.362 -0.679 0.136 0.894
factor(worker_id)0:factor(category_id)-9.5 100 0 2.531 0.341 1.650 2.569 3.343
factor(worker_id)1:factor(category_id)-9.5 100 0 0.251 0.345 -0.650 0.225 0.972
factor(worker_id)2:factor(category_id)-9.5 100 0 2.449 0.333 1.412 2.480 3.262
factor(worker_id)-1:factor(category_id)-8.5 100 0 -0.488 0.371 -1.590 -0.481 0.292
factor(worker_id)0:factor(category_id)-8.5 100 0 2.317 0.404 1.493 2.327 3.225
factor(worker_id)1:factor(category_id)-8.5 100 0 1.226 0.374 0.535 1.251 2.374
factor(worker_id)2:factor(category_id)-8.5 100 0 2.555 0.359 1.496 2.546 3.460
factor(worker_id)-1:factor(category_id)-7.5 100 0 0.828 0.394 -0.027 0.843 2.105
factor(worker_id)0:factor(category_id)-7.5 100 0 0.600 0.374 -0.354 0.598 1.506
factor(worker_id)1:factor(category_id)-7.5 100 0 0.109 0.372 -0.769 0.104 1.030
factor(worker_id)2:factor(category_id)-7.5 100 0 1.558 0.325 0.706 1.555 2.382
factor(worker_id)-1:factor(category_id)-6.5 100 0 0.439 0.392 -0.564 0.455 1.423
factor(worker_id)0:factor(category_id)-6.5 100 0 1.098 0.362 0.341 1.096 2.011
factor(worker_id)1:factor(category_id)-6.5 100 0 1.135 0.330 0.392 1.150 1.963
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.325 0.333 -1.085 -0.344 0.704
factor(worker_id)-1:factor(category_id)-5.5 100 0 0.353 0.425 -0.719 0.353 1.248
factor(worker_id)0:factor(category_id)-5.5 100 0 0.960 0.355 0.218 0.960 1.896
factor(worker_id)1:factor(category_id)-5.5 100 0 -0.414 0.369 -1.135 -0.432 0.508
factor(worker_id)2:factor(category_id)-5.5 100 0 0.903 0.365 0.053 0.896 1.817
factor(worker_id)-1:factor(category_id)-4.5 100 0 3.518 0.401 2.128 3.530 4.371
factor(worker_id)0:factor(category_id)-4.5 100 0 1.960 0.321 1.127 1.980 2.536
factor(worker_id)1:factor(category_id)-4.5 100 0 1.972 0.355 1.120 2.060 2.555
factor(worker_id)2:factor(category_id)-4.5 100 0 1.780 0.338 0.970 1.817 2.771
factor(worker_id)-1:factor(category_id)-3.5 100 0 -0.600 0.373 -1.607 -0.561 0.463
factor(worker_id)0:factor(category_id)-3.5 100 0 0.343 0.334 -0.313 0.348 1.339
factor(worker_id)1:factor(category_id)-3.5 100 0 -0.485 0.323 -1.183 -0.509 0.665
factor(worker_id)2:factor(category_id)-3.5 100 0 3.615 0.344 2.724 3.622 4.720
factor(worker_id)-1:factor(category_id)-2.5 100 0 1.119 0.388 0.204 1.097 2.151
factor(worker_id)0:factor(category_id)-2.5 100 0 2.041 0.330 1.340 2.068 2.747
factor(worker_id)1:factor(category_id)-2.5 100 0 -0.080 0.353 -0.875 -0.091 0.794
factor(worker_id)2:factor(category_id)-2.5 100 0 0.960 0.333 0.112 0.969 1.932
factor(worker_id)-1:factor(category_id)-1.5 100 0 0.986 0.404 -0.121 0.988 1.913
factor(worker_id)0:factor(category_id)-1.5 100 0 1.315 0.379 0.472 1.308 2.551
factor(worker_id)1:factor(category_id)-1.5 100 0 1.217 0.355 0.349 1.221 2.010
factor(worker_id)2:factor(category_id)-1.5 100 0 1.143 0.364 0.113 1.084 2.015
factor(worker_id)-1:factor(category_id)-0.5 100 0 -2.157 0.408 -3.083 -2.157 -1.293
factor(worker_id)0:factor(category_id)-0.5 100 0 1.033 0.368 0.137 1.011 1.996
factor(worker_id)1:factor(category_id)-0.5 100 0 1.370 0.383 0.429 1.386 2.195
factor(worker_id)2:factor(category_id)-0.5 100 0 0.304 0.391 -0.765 0.291 1.278
factor(worker_id)-1:factor(category_id)0.5 100 0 0.407 0.377 -0.717 0.426 1.086
factor(worker_id)0:factor(category_id)0.5 100 0 -0.414 0.341 -1.175 -0.407 0.297
factor(worker_id)1:factor(category_id)0.5 100 0 0.814 0.358 -0.344 0.869 1.576
factor(worker_id)2:factor(category_id)0.5 100 0 -0.425 0.338 -1.180 -0.462 0.498
factor(worker_id)-1:factor(category_id)1.5 100 0 0.147 0.397 -1.109 0.180 0.972
factor(worker_id)0:factor(category_id)1.5 100 0 1.566 0.379 0.698 1.560 2.284
factor(worker_id)1:factor(category_id)1.5 100 0 0.565 0.370 -0.301 0.550 1.585
factor(worker_id)2:factor(category_id)1.5 100 0 -0.269 0.375 -1.187 -0.253 0.943
factor(worker_id)-1:factor(category_id)2.5 100 0 0.610 0.399 -0.513 0.641 1.561
factor(worker_id)0:factor(category_id)2.5 100 0 2.585 0.341 1.823 2.559 3.378
factor(worker_id)1:factor(category_id)2.5 100 0 0.974 0.407 -0.118 1.042 2.085
factor(worker_id)2:factor(category_id)2.5 100 0 1.544 0.368 0.575 1.553 2.445
factor(worker_id)-1:factor(category_id)3.5 100 0 -1.532 0.394 -2.712 -1.507 -0.510
factor(worker_id)0:factor(category_id)3.5 100 0 0.383 0.392 -0.470 0.364 1.668
factor(worker_id)1:factor(category_id)3.5 100 0 2.277 0.354 1.341 2.264 3.089
factor(worker_id)2:factor(category_id)3.5 100 0 1.603 0.356 0.762 1.614 2.564
factor(worker_id)-1:factor(category_id)4.5 100 0 0.146 0.424 -1.151 0.222 0.875
factor(worker_id)0:factor(category_id)4.5 100 0 1.239 0.380 0.265 1.226 2.213
factor(worker_id)1:factor(category_id)4.5 100 0 2.917 0.401 1.739 2.908 3.804
factor(worker_id)2:factor(category_id)4.5 100 0 0.464 0.378 -0.523 0.499 1.568
factor(worker_id)-1:factor(category_id)5.5 100 0 -1.110 0.379 -1.894 -1.155 0.056
factor(worker_id)0:factor(category_id)5.5 100 0 0.676 0.377 -0.099 0.649 1.461
factor(worker_id)1:factor(category_id)5.5 100 0 -0.060 0.348 -0.986 -0.073 0.801
factor(worker_id)2:factor(category_id)5.5 100 0 0.218 0.358 -0.552 0.221 1.330
factor(worker_id)-1:factor(category_id)6.5 100 0 1.554 0.411 0.469 1.553 2.674
factor(worker_id)0:factor(category_id)6.5 100 0 1.518 0.397 0.590 1.496 2.497
factor(worker_id)1:factor(category_id)6.5 100 0 2.020 0.353 0.985 2.068 2.827
factor(worker_id)2:factor(category_id)6.5 100 0 0.042 0.338 -0.729 0.016 1.067
factor(worker_id)-1:factor(category_id)7.5 100 0 -1.943 0.371 -2.825 -1.934 -0.841
factor(worker_id)0:factor(category_id)7.5 100 0 -1.834 0.349 -2.758 -1.854 -1.052
factor(worker_id)1:factor(category_id)7.5 100 0 -0.523 0.384 -1.330 -0.511 0.462
factor(worker_id)2:factor(category_id)7.5 100 0 1.158 0.305 0.427 1.140 1.875
factor(worker_id)-1:factor(category_id)8.5 100 0 -2.245 0.393 -3.079 -2.267 -1.290
factor(worker_id)0:factor(category_id)8.5 100 0 0.464 0.391 -0.265 0.459 1.381
factor(worker_id)1:factor(category_id)8.5 100 0 0.383 0.362 -0.657 0.373 1.324
factor(worker_id)2:factor(category_id)8.5 100 0 -0.250 0.370 -1.080 -0.217 0.584
factor(worker_id)-1:factor(category_id)9.5 100 0 -1.453 0.391 -2.346 -1.464 -0.623
factor(worker_id)0:factor(category_id)9.5 100 0 -0.225 0.399 -1.108 -0.270 0.659
factor(worker_id)1:factor(category_id)9.5 100 0 -0.390 0.376 -1.319 -0.405 0.462
factor(worker_id)2:factor(category_id)9.5 100 0 -1.091 0.390 -1.915 -1.068 -0.046
factor(worker_id)-1:factor(category_id)10.5 100 0 2.327 0.392 1.348 2.304 3.167
factor(worker_id)0:factor(category_id)10.5 100 0 3.819 0.370 2.939 3.790 4.768
factor(worker_id)1:factor(category_id)10.5 100 0 1.032 0.349 0.316 1.053 1.793
factor(worker_id)2:factor(category_id)10.5 100 0 4.650 0.327 3.959 4.613 5.452
factor(worker_id)-1:factor(category_id)11.5 100 0 -0.359 0.406 -1.516 -0.353 0.562
factor(worker_id)0:factor(category_id)11.5 100 0 -1.655 0.344 -2.584 -1.653 -0.664
factor(worker_id)1:factor(category_id)11.5 100 0 -1.398 0.377 -2.428 -1.374 -0.559
factor(worker_id)2:factor(category_id)11.5 100 0 0.119 0.338 -0.645 0.125 0.941
factor(worker_id)-1:factor(category_id)12.5 100 0 -2.438 0.364 -3.567 -2.420 -1.592
factor(worker_id)0:factor(category_id)12.5 100 0 -0.073 0.337 -0.752 -0.020 0.710
factor(worker_id)1:factor(category_id)12.5 100 0 -0.731 0.317 -1.412 -0.728 0.050
factor(worker_id)2:factor(category_id)12.5 100 0 -0.916 0.326 -1.776 -0.896 -0.198
factor(worker_id)-1:factor(category_id)13.5 100 0 1.023 0.389 -0.161 0.991 1.928
factor(worker_id)0:factor(category_id)13.5 100 0 2.308 0.336 1.403 2.323 2.978
factor(worker_id)1:factor(category_id)13.5 100 0 1.631 0.338 0.666 1.640 2.411
factor(worker_id)2:factor(category_id)13.5 100 0 1.015 0.316 0.040 1.024 1.726
factor(worker_id)-1:factor(category_id)14.5 100 0 0.319 0.381 -0.588 0.323 1.518
factor(worker_id)0:factor(category_id)14.5 100 0 3.432 0.367 2.599 3.465 4.349
factor(worker_id)1:factor(category_id)14.5 100 0 2.393 0.351 1.443 2.373 3.166
factor(worker_id)2:factor(category_id)14.5 100 0 3.685 0.349 2.752 3.659 4.622
factor(worker_id)-1:factor(category_id)15.5 100 0 0.087 0.402 -1.079 0.093 1.029
factor(worker_id)0:factor(category_id)15.5 100 0 2.658 0.374 1.648 2.657 3.525
factor(worker_id)1:factor(category_id)15.5 100 0 2.105 0.347 1.240 2.116 2.925
factor(worker_id)2:factor(category_id)15.5 100 0 1.182 0.319 0.557 1.175 1.879
factor(worker_id)-1:factor(category_id)16.5 100 0 -1.306 0.373 -2.445 -1.309 -0.337
factor(worker_id)0:factor(category_id)16.5 100 0 -0.876 0.334 -1.594 -0.898 -0.086
factor(worker_id)1:factor(category_id)16.5 100 0 -1.339 0.345 -2.067 -1.337 -0.333
factor(worker_id)2:factor(category_id)16.5 100 0 -0.178 0.338 -0.915 -0.170 0.698
factor(worker_id)-1:factor(category_id)17.5 100 0 0.778 0.385 -0.093 0.797 1.632
factor(worker_id)0:factor(category_id)17.5 100 0 2.203 0.359 1.422 2.196 3.059
factor(worker_id)1:factor(category_id)17.5 100 0 -0.208 0.345 -1.155 -0.236 0.691
factor(worker_id)2:factor(category_id)17.5 100 0 1.448 0.324 0.392 1.480 2.216
factor(worker_id)-1:factor(category_id)18.5 100 0 -0.430 0.341 -1.311 -0.486 0.465
factor(worker_id)0:factor(category_id)18.5 100 0 2.544 0.347 1.760 2.559 3.434
factor(worker_id)1:factor(category_id)18.5 100 0 1.738 0.314 0.962 1.725 2.406
factor(worker_id)2:factor(category_id)18.5 100 0 0.883 0.302 -0.014 0.904 1.485
factor(worker_id)-1:factor(category_id)19.5 100 0 -0.494 0.405 -1.479 -0.450 0.707
factor(worker_id)0:factor(category_id)19.5 100 0 0.404 0.400 -0.545 0.407 1.259
factor(worker_id)1:factor(category_id)19.5 100 0 1.082 0.354 0.075 1.156 1.917
factor(worker_id)2:factor(category_id)19.5 100 0 -0.182 0.397 -1.178 -0.126 0.793
factor(worker_id)-1:factor(category_id)20.5 100 0 0.472 0.393 -0.646 0.463 1.347
factor(worker_id)0:factor(category_id)20.5 100 0 1.240 0.341 0.516 1.148 2.049
factor(worker_id)1:factor(category_id)20.5 100 0 0.639 0.376 -0.235 0.611 1.555
factor(worker_id)2:factor(category_id)20.5 100 0 -0.737 0.374 -1.655 -0.780 0.138
factor(worker_id)-1:factor(category_id)21.5 100 0 1.166 0.396 0.124 1.205 1.927
factor(worker_id)0:factor(category_id)21.5 100 0 1.106 0.339 0.371 1.092 1.869
factor(worker_id)1:factor(category_id)21.5 100 0 0.950 0.365 -0.075 0.943 2.107
factor(worker_id)2:factor(category_id)21.5 100 0 0.962 0.372 0.213 0.984 1.815
factor(worker_id)-1:factor(category_id)22.5 100 0 1.532 0.385 0.606 1.549 2.551
factor(worker_id)0:factor(category_id)22.5 100 0 2.481 0.369 1.696 2.460 3.214
factor(worker_id)1:factor(category_id)22.5 100 0 2.410 0.400 1.396 2.451 3.363
factor(worker_id)2:factor(category_id)22.5 100 0 2.643 0.369 1.443 2.637 3.445
factor(worker_id)-1:factor(category_id)23.5 100 0 -0.620 0.384 -1.539 -0.633 0.212
factor(worker_id)0:factor(category_id)23.5 100 0 -0.463 0.360 -1.255 -0.415 0.258
factor(worker_id)1:factor(category_id)23.5 100 0 -1.067 0.345 -1.890 -1.060 -0.446
factor(worker_id)2:factor(category_id)23.5 100 0 0.985 0.349 0.120 0.967 2.106
factor(worker_id)-1:factor(category_id)24.5 100 0 1.255 0.365 0.357 1.268 2.069
factor(worker_id)0:factor(category_id)24.5 100 0 1.192 0.372 0.362 1.178 2.084
factor(worker_id)1:factor(category_id)24.5 100 0 0.172 0.409 -0.681 0.171 1.069
factor(worker_id)2:factor(category_id)24.5 100 0 1.243 0.392 0.366 1.214 2.603

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -28.508 0.199 -29.030 -28.533 -28.053
factor(worker_id)-1 100 0 0.177 0.286 -0.367 0.187 1.054
factor(worker_id)0 100 0 -1.781 0.268 -2.378 -1.781 -1.175
factor(worker_id)1 100 0 -1.332 0.258 -1.884 -1.347 -0.743
factor(worker_id)2 100 0 -2.143 0.235 -2.763 -2.141 -1.600
factor(category_id)-23.5 100 0 -3.310 0.241 -3.888 -3.306 -2.813
factor(category_id)-22.5 100 0 -5.368 0.304 -5.964 -5.415 -4.441
factor(category_id)-21.5 100 0 -3.692 0.278 -4.259 -3.723 -2.762
factor(category_id)-20.5 100 0 -4.016 0.243 -4.729 -3.993 -3.452
factor(category_id)-19.5 100 0 -4.485 0.260 -5.172 -4.502 -3.915
factor(category_id)-18.5 100 0 -3.736 0.294 -4.414 -3.713 -2.997
factor(category_id)-17.5 100 0 -1.703 0.262 -2.241 -1.738 -1.157
factor(category_id)-16.5 100 0 -3.353 0.305 -4.218 -3.357 -2.706
factor(category_id)-15.5 100 0 -2.434 0.268 -3.081 -2.419 -1.771
factor(category_id)-14.5 100 0 -3.130 0.270 -3.893 -3.090 -2.472
factor(category_id)-13.5 100 0 -5.697 0.265 -6.257 -5.667 -5.168
factor(category_id)-12.5 100 0 -3.223 0.256 -3.804 -3.242 -2.298
factor(category_id)-11.5 100 0 -1.869 0.296 -2.661 -1.882 -1.082
factor(category_id)-10.5 100 0 -5.296 0.241 -5.807 -5.306 -4.701
factor(category_id)-9.5 100 0 -5.529 0.258 -6.171 -5.547 -4.911
factor(category_id)-8.5 100 0 -5.235 0.269 -5.793 -5.214 -4.478
factor(category_id)-7.5 100 0 -3.668 0.258 -4.435 -3.666 -3.166
factor(category_id)-6.5 100 0 -3.343 0.266 -4.014 -3.338 -2.606
factor(category_id)-5.5 100 0 -3.797 0.283 -4.466 -3.819 -3.099
factor(category_id)-4.5 100 0 -5.749 0.270 -6.346 -5.766 -4.896
factor(category_id)-3.5 100 0 -5.047 0.262 -5.892 -5.046 -4.343
factor(category_id)-2.5 100 0 -3.321 0.253 -4.148 -3.334 -2.562
factor(category_id)-1.5 100 0 -4.177 0.287 -4.922 -4.172 -3.498
factor(category_id)-0.5 100 0 -3.690 0.279 -4.301 -3.724 -2.980
factor(category_id)0.5 100 0 -5.633 0.227 -6.090 -5.632 -4.983
factor(category_id)1.5 100 0 -6.346 0.281 -7.058 -6.348 -5.554
factor(category_id)2.5 100 0 -4.507 0.294 -5.302 -4.505 -3.805
factor(category_id)3.5 100 0 -5.894 0.279 -6.584 -5.885 -5.096
factor(category_id)4.5 100 0 -4.726 0.299 -5.495 -4.775 -3.753
factor(category_id)5.5 100 0 -4.285 0.274 -5.138 -4.267 -3.711
factor(category_id)6.5 100 0 -5.011 0.275 -5.640 -5.013 -4.397
factor(category_id)7.5 100 0 -2.006 0.256 -2.622 -2.014 -1.385
factor(category_id)8.5 100 0 -2.481 0.298 -3.106 -2.497 -1.849
factor(category_id)9.5 100 0 -2.660 0.283 -3.308 -2.663 -2.080
factor(category_id)10.5 100 0 -6.429 0.280 -6.989 -6.418 -5.782
factor(category_id)11.5 100 0 -4.210 0.267 -4.831 -4.190 -3.592
factor(category_id)12.5 100 0 -3.243 0.240 -3.845 -3.236 -2.643
factor(category_id)13.5 100 0 -3.999 0.247 -4.635 -4.000 -3.108
factor(category_id)14.5 100 0 -4.314 0.288 -4.872 -4.316 -3.621
factor(category_id)15.5 100 0 -6.354 0.256 -6.980 -6.361 -5.575
factor(category_id)16.5 100 0 -3.262 0.229 -3.856 -3.252 -2.654
factor(category_id)17.5 100 0 -3.730 0.259 -4.330 -3.740 -3.210
factor(category_id)18.5 100 0 -4.460 0.245 -5.100 -4.452 -3.843
factor(category_id)19.5 100 0 -4.660 0.292 -5.380 -4.665 -3.886
factor(category_id)20.5 100 0 -3.785 0.276 -4.398 -3.761 -3.201
factor(category_id)21.5 100 0 45.129 0.267 44.400 45.136 45.768

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.83
factor(worker_id)0 0.99
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-23.5 1
factor(category_id)-22.5 0.43
factor(category_id)-21.5 1
factor(category_id)-20.5 1
factor(category_id)-19.5 1
factor(category_id)-18.5 1
factor(category_id)-17.5 1
factor(category_id)-16.5 1
factor(category_id)-15.5 1
factor(category_id)-14.5 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(category_id)15.5 1
factor(category_id)16.5 1
factor(category_id)17.5 1
factor(category_id)18.5 1
factor(category_id)19.5 1
factor(category_id)20.5 1
factor(category_id)21.5 1
factor(category_id)22.5 1
factor(category_id)23.5 1
factor(category_id)24.5 1
factor(worker_id)-1:factor(category_id)-23.5 0
factor(worker_id)0:factor(category_id)-23.5 0
factor(worker_id)1:factor(category_id)-23.5 0.39
factor(worker_id)2:factor(category_id)-23.5 0.38
factor(worker_id)-1:factor(category_id)-22.5 0.98
factor(worker_id)0:factor(category_id)-22.5 0.64
factor(worker_id)1:factor(category_id)-22.5 1
factor(worker_id)2:factor(category_id)-22.5 1
factor(worker_id)-1:factor(category_id)-21.5 0
factor(worker_id)0:factor(category_id)-21.5 0.22
factor(worker_id)1:factor(category_id)-21.5 0.98
factor(worker_id)2:factor(category_id)-21.5 0
factor(worker_id)-1:factor(category_id)-20.5 1
factor(worker_id)0:factor(category_id)-20.5 0.68
factor(worker_id)1:factor(category_id)-20.5 0.26
factor(worker_id)2:factor(category_id)-20.5 0.07
factor(worker_id)-1:factor(category_id)-19.5 0.56
factor(worker_id)0:factor(category_id)-19.5 0.6
factor(worker_id)1:factor(category_id)-19.5 0.76
factor(worker_id)2:factor(category_id)-19.5 0.99
factor(worker_id)-1:factor(category_id)-18.5 0.08
factor(worker_id)0:factor(category_id)-18.5 1
factor(worker_id)1:factor(category_id)-18.5 0.38
factor(worker_id)2:factor(category_id)-18.5 0.01
factor(worker_id)-1:factor(category_id)-17.5 0
factor(worker_id)0:factor(category_id)-17.5 0
factor(worker_id)1:factor(category_id)-17.5 0
factor(worker_id)2:factor(category_id)-17.5 0
factor(worker_id)-1:factor(category_id)-16.5 0.26
factor(worker_id)0:factor(category_id)-16.5 0.85
factor(worker_id)1:factor(category_id)-16.5 0.87
factor(worker_id)2:factor(category_id)-16.5 1
factor(worker_id)-1:factor(category_id)-15.5 0
factor(worker_id)0:factor(category_id)-15.5 0.05
factor(worker_id)1:factor(category_id)-15.5 0
factor(worker_id)2:factor(category_id)-15.5 0.15
factor(worker_id)-1:factor(category_id)-14.5 0.03
factor(worker_id)0:factor(category_id)-14.5 0.64
factor(worker_id)1:factor(category_id)-14.5 0
factor(worker_id)2:factor(category_id)-14.5 0.06
factor(worker_id)-1:factor(category_id)-13.5 1
factor(worker_id)0:factor(category_id)-13.5 1
factor(worker_id)1:factor(category_id)-13.5 0.22
factor(worker_id)2:factor(category_id)-13.5 1
factor(worker_id)-1:factor(category_id)-12.5 0.01
factor(worker_id)0:factor(category_id)-12.5 0.99
factor(worker_id)1:factor(category_id)-12.5 0.63
factor(worker_id)2:factor(category_id)-12.5 0
factor(worker_id)-1:factor(category_id)-11.5 0.76
factor(worker_id)0:factor(category_id)-11.5 0
factor(worker_id)1:factor(category_id)-11.5 0
factor(worker_id)2:factor(category_id)-11.5 0
factor(worker_id)-1:factor(category_id)-10.5 0.28
factor(worker_id)0:factor(category_id)-10.5 1
factor(worker_id)1:factor(category_id)-10.5 1
factor(worker_id)2:factor(category_id)-10.5 1
factor(worker_id)-1:factor(category_id)-9.5 0.06
factor(worker_id)0:factor(category_id)-9.5 1
factor(worker_id)1:factor(category_id)-9.5 0.12
factor(worker_id)2:factor(category_id)-9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 1
factor(worker_id)1:factor(category_id)-8.5 0.91
factor(worker_id)2:factor(category_id)-8.5 1
factor(worker_id)-1:factor(category_id)-7.5 0.65
factor(worker_id)0:factor(category_id)-7.5 0.39
factor(worker_id)1:factor(category_id)-7.5 0.06
factor(worker_id)2:factor(category_id)-7.5 0.99
factor(worker_id)-1:factor(category_id)-6.5 0.27
factor(worker_id)0:factor(category_id)-6.5 0.83
factor(worker_id)1:factor(category_id)-6.5 0.91
factor(worker_id)2:factor(category_id)-6.5 0
factor(worker_id)-1:factor(category_id)-5.5 0.23
factor(worker_id)0:factor(category_id)-5.5 0.72
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 0.68
factor(worker_id)-1:factor(category_id)-4.5 1
factor(worker_id)0:factor(category_id)-4.5 1
factor(worker_id)1:factor(category_id)-4.5 1
factor(worker_id)2:factor(category_id)-4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0.12
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 1
factor(worker_id)-1:factor(category_id)-2.5 0.88
factor(worker_id)0:factor(category_id)-2.5 1
factor(worker_id)1:factor(category_id)-2.5 0.01
factor(worker_id)2:factor(category_id)-2.5 0.78
factor(worker_id)-1:factor(category_id)-1.5 0.76
factor(worker_id)0:factor(category_id)-1.5 0.96
factor(worker_id)1:factor(category_id)-1.5 0.89
factor(worker_id)2:factor(category_id)-1.5 0.91
factor(worker_id)-1:factor(category_id)-0.5 0
factor(worker_id)0:factor(category_id)-0.5 0.82
factor(worker_id)1:factor(category_id)-0.5 0.94
factor(worker_id)2:factor(category_id)-0.5 0.15
factor(worker_id)-1:factor(category_id)0.5 0.21
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0.63
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0.06
factor(worker_id)0:factor(category_id)1.5 0.99
factor(worker_id)1:factor(category_id)1.5 0.34
factor(worker_id)2:factor(category_id)1.5 0.01
factor(worker_id)-1:factor(category_id)2.5 0.41
factor(worker_id)0:factor(category_id)2.5 1
factor(worker_id)1:factor(category_id)2.5 0.77
factor(worker_id)2:factor(category_id)2.5 0.99
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 0.22
factor(worker_id)1:factor(category_id)3.5 1
factor(worker_id)2:factor(category_id)3.5 1
factor(worker_id)-1:factor(category_id)4.5 0.04
factor(worker_id)0:factor(category_id)4.5 0.91
factor(worker_id)1:factor(category_id)4.5 1
factor(worker_id)2:factor(category_id)4.5 0.23
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0.45
factor(worker_id)1:factor(category_id)5.5 0.01
factor(worker_id)2:factor(category_id)5.5 0.09
factor(worker_id)-1:factor(category_id)6.5 0.97
factor(worker_id)0:factor(category_id)6.5 0.99
factor(worker_id)1:factor(category_id)6.5 1
factor(worker_id)2:factor(category_id)6.5 0.05
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0.95
factor(worker_id)-1:factor(category_id)8.5 0
factor(worker_id)0:factor(category_id)8.5 0.24
factor(worker_id)1:factor(category_id)8.5 0.18
factor(worker_id)2:factor(category_id)8.5 0
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 0
factor(worker_id)-1:factor(category_id)10.5 1
factor(worker_id)0:factor(category_id)10.5 1
factor(worker_id)1:factor(category_id)10.5 0.8
factor(worker_id)2:factor(category_id)10.5 1
factor(worker_id)-1:factor(category_id)11.5 0
factor(worker_id)0:factor(category_id)11.5 0
factor(worker_id)1:factor(category_id)11.5 0
factor(worker_id)2:factor(category_id)11.5 0.05
factor(worker_id)-1:factor(category_id)12.5 0
factor(worker_id)0:factor(category_id)12.5 0
factor(worker_id)1:factor(category_id)12.5 0
factor(worker_id)2:factor(category_id)12.5 0
factor(worker_id)-1:factor(category_id)13.5 0.81
factor(worker_id)0:factor(category_id)13.5 1
factor(worker_id)1:factor(category_id)13.5 0.99
factor(worker_id)2:factor(category_id)13.5 0.83
factor(worker_id)-1:factor(category_id)14.5 0.14
factor(worker_id)0:factor(category_id)14.5 1
factor(worker_id)1:factor(category_id)14.5 1
factor(worker_id)2:factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)15.5 0.04
factor(worker_id)0:factor(category_id)15.5 1
factor(worker_id)1:factor(category_id)15.5 1
factor(worker_id)2:factor(category_id)15.5 0.95
factor(worker_id)-1:factor(category_id)16.5 0
factor(worker_id)0:factor(category_id)16.5 0
factor(worker_id)1:factor(category_id)16.5 0
factor(worker_id)2:factor(category_id)16.5 0
factor(worker_id)-1:factor(category_id)17.5 0.58
factor(worker_id)0:factor(category_id)17.5 1
factor(worker_id)1:factor(category_id)17.5 0
factor(worker_id)2:factor(category_id)17.5 0.98
factor(worker_id)-1:factor(category_id)18.5 0
factor(worker_id)0:factor(category_id)18.5 1
factor(worker_id)1:factor(category_id)18.5 1
factor(worker_id)2:factor(category_id)18.5 0.74
factor(worker_id)-1:factor(category_id)19.5 0
factor(worker_id)0:factor(category_id)19.5 0.23
factor(worker_id)1:factor(category_id)19.5 0.79
factor(worker_id)2:factor(category_id)19.5 0.01
factor(worker_id)-1:factor(category_id)20.5 0.28
factor(worker_id)0:factor(category_id)20.5 0.96
factor(worker_id)1:factor(category_id)20.5 0.38
factor(worker_id)2:factor(category_id)20.5 0
factor(worker_id)-1:factor(category_id)21.5 0.89
factor(worker_id)0:factor(category_id)21.5 0.85
factor(worker_id)1:factor(category_id)21.5 0.76
factor(worker_id)2:factor(category_id)21.5 0.7
factor(worker_id)-1:factor(category_id)22.5 0.98
factor(worker_id)0:factor(category_id)22.5 1
factor(worker_id)1:factor(category_id)22.5 1
factor(worker_id)2:factor(category_id)22.5 1
factor(worker_id)-1:factor(category_id)23.5 0
factor(worker_id)0:factor(category_id)23.5 0
factor(worker_id)1:factor(category_id)23.5 0
factor(worker_id)2:factor(category_id)23.5 0.77
factor(worker_id)-1:factor(category_id)24.5 0.91
factor(worker_id)0:factor(category_id)24.5 0.91
factor(worker_id)1:factor(category_id)24.5 0.09
factor(worker_id)2:factor(category_id)24.5 0.92

Significant match effect number = 75 out of 196

num_process = 40, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -25.409 0.165 -25.863 -25.420 -24.930
factor(worker_id)-1 100 0 0.817 0.240 -0.102 0.798 1.342
factor(worker_id)0 100 0 0.189 0.225 -0.431 0.167 0.938
factor(worker_id)1 100 0 1.113 0.262 0.404 1.102 1.658
factor(worker_id)2 100 0 1.802 0.234 1.131 1.790 2.371
factor(category_id)-23.5 100 0 1.012 0.207 0.420 1.012 1.409
factor(category_id)-22.5 100 0 1.675 0.228 1.075 1.664 2.223
factor(category_id)-21.5 100 0 4.625 0.217 3.996 4.633 5.196
factor(category_id)-20.5 100 0 3.975 0.220 3.455 3.956 4.486
factor(category_id)-19.5 100 0 3.877 0.214 3.324 3.874 4.405
factor(category_id)-18.5 100 0 2.047 0.224 1.503 2.010 2.726
factor(category_id)-17.5 100 0 6.745 0.229 6.237 6.753 7.387
factor(category_id)-16.5 100 0 7.682 0.226 7.177 7.681 8.345
factor(category_id)-15.5 100 0 8.927 0.208 8.425 8.926 9.328
factor(category_id)-14.5 100 0 10.270 0.228 9.679 10.281 10.779
factor(category_id)-13.5 100 0 9.672 0.210 9.107 9.685 10.257
factor(category_id)-12.5 100 0 10.245 0.214 9.761 10.258 10.734
factor(category_id)-11.5 100 0 11.649 0.226 11.039 11.630 12.325
factor(category_id)-10.5 100 0 11.696 0.238 11.145 11.706 12.147
factor(category_id)-9.5 100 0 12.459 0.235 11.914 12.446 13.090
factor(category_id)-8.5 100 0 14.557 0.224 14.100 14.549 15.250
factor(category_id)-7.5 100 0 14.910 0.215 14.465 14.931 15.444
factor(category_id)-6.5 100 0 15.994 0.208 15.411 15.980 16.541
factor(category_id)-5.5 100 0 18.998 0.218 18.469 19.022 19.495
factor(category_id)-4.5 100 0 18.078 0.228 17.498 18.040 18.713
factor(category_id)-3.5 100 0 19.883 0.234 19.181 19.904 20.367
factor(category_id)-2.5 100 0 20.046 0.235 19.531 20.051 20.655
factor(category_id)-1.5 100 0 23.187 0.188 22.705 23.184 23.531
factor(category_id)-0.5 100 0 21.391 0.223 20.786 21.361 22.005
factor(category_id)0.5 100 0 24.444 0.209 23.760 24.459 24.948
factor(category_id)1.5 100 0 24.064 0.215 23.663 24.046 24.711
factor(category_id)2.5 100 0 26.078 0.232 25.576 26.105 26.668
factor(category_id)3.5 100 0 24.139 0.247 23.570 24.156 24.790
factor(category_id)4.5 100 0 29.036 0.236 28.178 29.082 29.532
factor(category_id)5.5 100 0 28.587 0.221 28.071 28.605 29.163
factor(category_id)6.5 100 0 31.260 0.207 30.607 31.262 31.900
factor(category_id)7.5 100 0 28.970 0.226 28.394 28.981 29.655
factor(category_id)8.5 100 0 31.566 0.211 31.158 31.554 32.225
factor(category_id)9.5 100 0 32.999 0.226 32.402 33.002 33.598
factor(category_id)10.5 100 0 33.014 0.227 32.313 33.018 33.610
factor(category_id)11.5 100 0 35.188 0.202 34.694 35.173 35.832
factor(category_id)12.5 100 0 36.190 0.228 35.580 36.186 36.721
factor(category_id)13.5 100 0 38.282 0.216 37.776 38.279 38.815
factor(category_id)14.5 100 0 39.836 0.218 39.366 39.803 40.335
factor(category_id)15.5 100 0 37.621 0.229 36.955 37.640 38.246
factor(category_id)16.5 100 0 40.422 0.239 39.718 40.417 40.898
factor(category_id)17.5 100 0 40.529 0.233 40.005 40.533 41.072
factor(category_id)18.5 100 0 43.070 0.235 42.511 43.039 43.609
factor(category_id)19.5 100 0 43.862 0.223 43.370 43.858 44.365
factor(category_id)20.5 100 0 44.829 0.236 44.229 44.833 45.348
factor(category_id)21.5 100 0 44.878 0.245 44.324 44.890 45.611
factor(category_id)22.5 100 0 46.346 0.226 45.662 46.360 46.825
factor(category_id)23.5 100 0 47.080 0.203 46.566 47.093 47.612
factor(category_id)24.5 100 0 48.608 0.245 47.933 48.599 49.289
factor(worker_id)-1:factor(category_id)-23.5 100 0 -1.030 0.289 -1.814 -1.012 -0.299
factor(worker_id)0:factor(category_id)-23.5 100 0 0.720 0.280 0.064 0.731 1.335
factor(worker_id)1:factor(category_id)-23.5 100 0 0.265 0.348 -0.573 0.267 1.485
factor(worker_id)2:factor(category_id)-23.5 100 0 0.735 0.285 -0.070 0.721 1.478
factor(worker_id)-1:factor(category_id)-22.5 100 0 -1.730 0.324 -2.456 -1.730 -0.848
factor(worker_id)0:factor(category_id)-22.5 100 0 1.214 0.329 0.227 1.221 2.121
factor(worker_id)1:factor(category_id)-22.5 100 0 0.587 0.349 -0.168 0.540 1.536
factor(worker_id)2:factor(category_id)-22.5 100 0 0.408 0.332 -0.598 0.411 1.302
factor(worker_id)-1:factor(category_id)-21.5 100 0 -1.701 0.331 -2.439 -1.711 -0.797
factor(worker_id)0:factor(category_id)-21.5 100 0 -2.088 0.328 -2.836 -2.133 -1.308
factor(worker_id)1:factor(category_id)-21.5 100 0 0.619 0.331 -0.129 0.587 1.562
factor(worker_id)2:factor(category_id)-21.5 100 0 -1.395 0.309 -2.172 -1.395 -0.642
factor(worker_id)-1:factor(category_id)-20.5 100 0 -0.735 0.362 -1.468 -0.709 0.403
factor(worker_id)0:factor(category_id)-20.5 100 0 1.017 0.325 0.275 1.000 1.734
factor(worker_id)1:factor(category_id)-20.5 100 0 0.592 0.375 -0.373 0.607 1.551
factor(worker_id)2:factor(category_id)-20.5 100 0 1.121 0.305 0.408 1.156 1.782
factor(worker_id)-1:factor(category_id)-19.5 100 0 -0.105 0.320 -0.880 -0.097 0.585
factor(worker_id)0:factor(category_id)-19.5 100 0 0.563 0.282 -0.139 0.553 1.264
factor(worker_id)1:factor(category_id)-19.5 100 0 1.900 0.336 1.092 1.902 2.719
factor(worker_id)2:factor(category_id)-19.5 100 0 2.481 0.327 1.854 2.471 3.333
factor(worker_id)-1:factor(category_id)-18.5 100 0 3.731 0.306 2.703 3.748 4.592
factor(worker_id)0:factor(category_id)-18.5 100 0 4.949 0.329 3.925 4.976 5.632
factor(worker_id)1:factor(category_id)-18.5 100 0 5.396 0.325 4.513 5.408 6.065
factor(worker_id)2:factor(category_id)-18.5 100 0 4.190 0.301 3.389 4.159 5.065
factor(worker_id)-1:factor(category_id)-17.5 100 0 -1.422 0.338 -2.615 -1.441 -0.221
factor(worker_id)0:factor(category_id)-17.5 100 0 0.298 0.332 -0.541 0.283 0.964
factor(worker_id)1:factor(category_id)-17.5 100 0 0.738 0.341 -0.131 0.741 1.538
factor(worker_id)2:factor(category_id)-17.5 100 0 0.837 0.338 0.116 0.814 1.992
factor(worker_id)-1:factor(category_id)-16.5 100 0 -0.847 0.301 -1.559 -0.863 -0.154
factor(worker_id)0:factor(category_id)-16.5 100 0 1.688 0.296 0.874 1.722 2.339
factor(worker_id)1:factor(category_id)-16.5 100 0 1.841 0.346 1.043 1.823 2.640
factor(worker_id)2:factor(category_id)-16.5 100 0 1.612 0.336 0.746 1.626 2.475
factor(worker_id)-1:factor(category_id)-15.5 100 0 0.111 0.327 -0.800 0.122 1.170
factor(worker_id)0:factor(category_id)-15.5 100 0 1.351 0.288 0.743 1.340 2.047
factor(worker_id)1:factor(category_id)-15.5 100 0 1.323 0.349 0.486 1.357 2.138
factor(worker_id)2:factor(category_id)-15.5 100 0 1.057 0.306 0.257 1.053 1.873
factor(worker_id)-1:factor(category_id)-14.5 100 0 -0.927 0.338 -1.785 -0.906 0.036
factor(worker_id)0:factor(category_id)-14.5 100 0 -0.401 0.346 -1.440 -0.353 0.549
factor(worker_id)1:factor(category_id)-14.5 100 0 2.563 0.361 1.514 2.536 3.531
factor(worker_id)2:factor(category_id)-14.5 100 0 1.659 0.304 1.014 1.687 2.466
factor(worker_id)-1:factor(category_id)-13.5 100 0 -0.992 0.281 -1.607 -0.956 0.006
factor(worker_id)0:factor(category_id)-13.5 100 0 2.935 0.298 2.266 2.912 3.724
factor(worker_id)1:factor(category_id)-13.5 100 0 2.130 0.308 1.408 2.140 2.885
factor(worker_id)2:factor(category_id)-13.5 100 0 2.228 0.292 1.506 2.218 2.764
factor(worker_id)-1:factor(category_id)-12.5 100 0 0.723 0.329 0.055 0.717 1.734
factor(worker_id)0:factor(category_id)-12.5 100 0 0.536 0.302 -0.330 0.540 1.177
factor(worker_id)1:factor(category_id)-12.5 100 0 1.677 0.348 0.639 1.666 2.592
factor(worker_id)2:factor(category_id)-12.5 100 0 2.601 0.318 1.863 2.564 3.625
factor(worker_id)-1:factor(category_id)-11.5 100 0 0.826 0.323 -0.007 0.846 1.612
factor(worker_id)0:factor(category_id)-11.5 100 0 3.243 0.322 2.251 3.297 4.141
factor(worker_id)1:factor(category_id)-11.5 100 0 2.077 0.345 1.206 2.114 3.071
factor(worker_id)2:factor(category_id)-11.5 100 0 3.772 0.319 2.996 3.755 4.565
factor(worker_id)-1:factor(category_id)-10.5 100 0 0.802 0.325 0.090 0.780 1.666
factor(worker_id)0:factor(category_id)-10.5 100 0 1.633 0.307 0.973 1.617 2.320
factor(worker_id)1:factor(category_id)-10.5 100 0 4.125 0.317 3.506 4.109 4.868
factor(worker_id)2:factor(category_id)-10.5 100 0 2.815 0.365 2.073 2.814 3.615
factor(worker_id)-1:factor(category_id)-9.5 100 0 2.002 0.370 1.087 2.006 3.275
factor(worker_id)0:factor(category_id)-9.5 100 0 4.700 0.328 3.656 4.715 5.437
factor(worker_id)1:factor(category_id)-9.5 100 0 3.861 0.315 3.045 3.849 4.477
factor(worker_id)2:factor(category_id)-9.5 100 0 3.158 0.316 2.357 3.190 3.976
factor(worker_id)-1:factor(category_id)-8.5 100 0 0.774 0.352 -0.128 0.777 1.690
factor(worker_id)0:factor(category_id)-8.5 100 0 0.489 0.301 -0.195 0.518 1.171
factor(worker_id)1:factor(category_id)-8.5 100 0 2.374 0.357 1.342 2.338 3.139
factor(worker_id)2:factor(category_id)-8.5 100 0 2.360 0.316 1.486 2.343 3.411
factor(worker_id)-1:factor(category_id)-7.5 100 0 2.596 0.317 1.868 2.612 3.590
factor(worker_id)0:factor(category_id)-7.5 100 0 1.748 0.292 0.873 1.754 2.642
factor(worker_id)1:factor(category_id)-7.5 100 0 3.922 0.317 3.167 3.932 4.891
factor(worker_id)2:factor(category_id)-7.5 100 0 3.271 0.340 2.575 3.229 4.323
factor(worker_id)-1:factor(category_id)-6.5 100 0 1.706 0.285 0.846 1.682 2.621
factor(worker_id)0:factor(category_id)-6.5 100 0 3.051 0.261 2.128 3.058 3.705
factor(worker_id)1:factor(category_id)-6.5 100 0 2.495 0.345 1.708 2.474 3.563
factor(worker_id)2:factor(category_id)-6.5 100 0 3.887 0.332 3.229 3.896 4.676
factor(worker_id)-1:factor(category_id)-5.5 100 0 0.081 0.321 -0.619 0.069 0.810
factor(worker_id)0:factor(category_id)-5.5 100 0 0.573 0.283 -0.094 0.578 1.330
factor(worker_id)1:factor(category_id)-5.5 100 0 1.214 0.358 0.303 1.237 2.283
factor(worker_id)2:factor(category_id)-5.5 100 0 1.338 0.304 0.598 1.287 2.330
factor(worker_id)-1:factor(category_id)-4.5 100 0 -0.342 0.333 -1.330 -0.335 0.470
factor(worker_id)0:factor(category_id)-4.5 100 0 2.662 0.325 1.671 2.709 3.412
factor(worker_id)1:factor(category_id)-4.5 100 0 1.209 0.344 0.418 1.207 1.974
factor(worker_id)2:factor(category_id)-4.5 100 0 3.352 0.329 2.567 3.324 4.129
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.099 0.319 -0.592 0.087 1.303
factor(worker_id)0:factor(category_id)-3.5 100 0 0.873 0.327 0.064 0.897 1.635
factor(worker_id)1:factor(category_id)-3.5 100 0 2.616 0.326 1.781 2.596 3.267
factor(worker_id)2:factor(category_id)-3.5 100 0 1.195 0.355 0.141 1.229 2.346
factor(worker_id)-1:factor(category_id)-2.5 100 0 1.038 0.335 0.181 1.015 1.986
factor(worker_id)0:factor(category_id)-2.5 100 0 2.093 0.322 1.386 2.079 2.903
factor(worker_id)1:factor(category_id)-2.5 100 0 2.821 0.339 2.029 2.838 3.749
factor(worker_id)2:factor(category_id)-2.5 100 0 3.825 0.328 3.173 3.865 4.693
factor(worker_id)-1:factor(category_id)-1.5 100 0 -2.829 0.312 -3.447 -2.827 -1.903
factor(worker_id)0:factor(category_id)-1.5 100 0 1.307 0.283 0.645 1.302 1.884
factor(worker_id)1:factor(category_id)-1.5 100 0 -1.297 0.301 -2.114 -1.277 -0.495
factor(worker_id)2:factor(category_id)-1.5 100 0 1.486 0.293 0.756 1.436 2.203
factor(worker_id)-1:factor(category_id)-0.5 100 0 2.817 0.319 1.580 2.836 3.879
factor(worker_id)0:factor(category_id)-0.5 100 0 4.350 0.322 3.462 4.354 5.177
factor(worker_id)1:factor(category_id)-0.5 100 0 3.784 0.349 2.839 3.784 4.621
factor(worker_id)2:factor(category_id)-0.5 100 0 3.292 0.287 2.196 3.296 3.896
factor(worker_id)-1:factor(category_id)0.5 100 0 1.201 0.272 0.557 1.230 1.801
factor(worker_id)0:factor(category_id)0.5 100 0 1.914 0.284 1.162 1.895 2.646
factor(worker_id)1:factor(category_id)0.5 100 0 1.579 0.324 0.783 1.590 2.167
factor(worker_id)2:factor(category_id)0.5 100 0 2.157 0.317 1.364 2.183 2.864
factor(worker_id)-1:factor(category_id)1.5 100 0 2.684 0.315 1.862 2.674 3.400
factor(worker_id)0:factor(category_id)1.5 100 0 1.628 0.311 0.584 1.627 2.235
factor(worker_id)1:factor(category_id)1.5 100 0 1.665 0.340 0.659 1.706 2.475
factor(worker_id)2:factor(category_id)1.5 100 0 2.959 0.314 2.117 2.953 3.873
factor(worker_id)-1:factor(category_id)2.5 100 0 0.282 0.341 -0.493 0.265 1.160
factor(worker_id)0:factor(category_id)2.5 100 0 1.844 0.299 1.141 1.849 2.457
factor(worker_id)1:factor(category_id)2.5 100 0 1.618 0.335 0.624 1.576 2.334
factor(worker_id)2:factor(category_id)2.5 100 0 0.193 0.326 -0.506 0.174 1.185
factor(worker_id)-1:factor(category_id)3.5 100 0 4.058 0.351 3.328 4.096 5.160
factor(worker_id)0:factor(category_id)3.5 100 0 3.457 0.343 2.557 3.477 4.101
factor(worker_id)1:factor(category_id)3.5 100 0 4.571 0.363 3.708 4.546 5.519
factor(worker_id)2:factor(category_id)3.5 100 0 4.871 0.363 4.077 4.870 5.991
factor(worker_id)-1:factor(category_id)4.5 100 0 -1.625 0.316 -2.418 -1.639 -0.754
factor(worker_id)0:factor(category_id)4.5 100 0 -0.144 0.333 -0.942 -0.142 0.878
factor(worker_id)1:factor(category_id)4.5 100 0 0.816 0.350 -0.248 0.803 1.815
factor(worker_id)2:factor(category_id)4.5 100 0 1.215 0.309 0.621 1.208 2.215
factor(worker_id)-1:factor(category_id)5.5 100 0 0.304 0.318 -0.516 0.292 1.355
factor(worker_id)0:factor(category_id)5.5 100 0 3.103 0.315 2.139 3.125 3.730
factor(worker_id)1:factor(category_id)5.5 100 0 1.294 0.351 0.423 1.307 2.231
factor(worker_id)2:factor(category_id)5.5 100 0 3.084 0.326 2.358 3.089 3.897
factor(worker_id)-1:factor(category_id)6.5 100 0 -1.000 0.342 -1.730 -1.044 0.120
factor(worker_id)0:factor(category_id)6.5 100 0 -1.128 0.291 -2.021 -1.105 -0.553
factor(worker_id)1:factor(category_id)6.5 100 0 -1.150 0.322 -1.817 -1.180 0.088
factor(worker_id)2:factor(category_id)6.5 100 0 1.182 0.307 0.471 1.167 1.824
factor(worker_id)-1:factor(category_id)7.5 100 0 3.992 0.309 3.328 4.012 4.673
factor(worker_id)0:factor(category_id)7.5 100 0 3.480 0.294 2.616 3.487 4.171
factor(worker_id)1:factor(category_id)7.5 100 0 3.272 0.365 2.401 3.283 4.293
factor(worker_id)2:factor(category_id)7.5 100 0 2.753 0.322 1.973 2.769 3.511
factor(worker_id)-1:factor(category_id)8.5 100 0 2.959 0.333 2.168 2.894 3.979
factor(worker_id)0:factor(category_id)8.5 100 0 2.988 0.329 1.728 3.005 3.616
factor(worker_id)1:factor(category_id)8.5 100 0 0.803 0.352 -0.064 0.788 1.935
factor(worker_id)2:factor(category_id)8.5 100 0 1.989 0.332 1.376 1.991 2.974
factor(worker_id)-1:factor(category_id)9.5 100 0 -0.203 0.320 -1.025 -0.176 0.572
factor(worker_id)0:factor(category_id)9.5 100 0 2.327 0.313 1.582 2.347 3.135
factor(worker_id)1:factor(category_id)9.5 100 0 1.995 0.303 1.197 1.985 2.917
factor(worker_id)2:factor(category_id)9.5 100 0 1.064 0.336 0.259 1.081 1.889
factor(worker_id)-1:factor(category_id)10.5 100 0 -0.551 0.339 -1.564 -0.493 0.491
factor(worker_id)0:factor(category_id)10.5 100 0 2.233 0.333 1.340 2.226 3.244
factor(worker_id)1:factor(category_id)10.5 100 0 3.393 0.333 2.571 3.370 4.250
factor(worker_id)2:factor(category_id)10.5 100 0 3.394 0.327 2.525 3.414 4.145
factor(worker_id)-1:factor(category_id)11.5 100 0 1.491 0.301 0.676 1.508 2.542
factor(worker_id)0:factor(category_id)11.5 100 0 1.734 0.290 0.826 1.740 2.494
factor(worker_id)1:factor(category_id)11.5 100 0 2.289 0.323 1.533 2.270 3.021
factor(worker_id)2:factor(category_id)11.5 100 0 2.633 0.290 1.715 2.643 3.210
factor(worker_id)-1:factor(category_id)12.5 100 0 -1.527 0.316 -2.309 -1.544 -0.540
factor(worker_id)0:factor(category_id)12.5 100 0 0.091 0.316 -0.642 0.092 0.872
factor(worker_id)1:factor(category_id)12.5 100 0 1.131 0.333 0.419 1.084 2.040
factor(worker_id)2:factor(category_id)12.5 100 0 2.409 0.291 1.802 2.407 3.026
factor(worker_id)-1:factor(category_id)13.5 100 0 -1.862 0.329 -2.609 -1.831 -1.016
factor(worker_id)0:factor(category_id)13.5 100 0 0.213 0.263 -0.484 0.261 0.764
factor(worker_id)1:factor(category_id)13.5 100 0 2.056 0.332 1.339 2.063 2.751
factor(worker_id)2:factor(category_id)13.5 100 0 1.163 0.297 0.382 1.140 2.022
factor(worker_id)-1:factor(category_id)14.5 100 0 -2.453 0.317 -3.288 -2.460 -1.678
factor(worker_id)0:factor(category_id)14.5 100 0 -1.210 0.282 -2.093 -1.244 -0.588
factor(worker_id)1:factor(category_id)14.5 100 0 0.001 0.349 -0.951 0.009 0.779
factor(worker_id)2:factor(category_id)14.5 100 0 -0.530 0.287 -1.278 -0.513 0.103
factor(worker_id)-1:factor(category_id)15.5 100 0 1.229 0.341 0.511 1.236 2.354
factor(worker_id)0:factor(category_id)15.5 100 0 2.663 0.314 1.916 2.616 3.446
factor(worker_id)1:factor(category_id)15.5 100 0 2.887 0.320 2.191 2.890 3.576
factor(worker_id)2:factor(category_id)15.5 100 0 3.033 0.327 2.271 3.023 3.823
factor(worker_id)-1:factor(category_id)16.5 100 0 -1.277 0.351 -2.034 -1.314 -0.321
factor(worker_id)0:factor(category_id)16.5 100 0 2.256 0.316 1.418 2.222 3.116
factor(worker_id)1:factor(category_id)16.5 100 0 1.311 0.345 0.609 1.350 2.212
factor(worker_id)2:factor(category_id)16.5 100 0 1.162 0.316 0.428 1.136 1.861
factor(worker_id)-1:factor(category_id)17.5 100 0 -0.204 0.366 -1.084 -0.215 0.766
factor(worker_id)0:factor(category_id)17.5 100 0 3.223 0.322 2.365 3.230 3.909
factor(worker_id)1:factor(category_id)17.5 100 0 1.967 0.342 1.012 1.995 2.814
factor(worker_id)2:factor(category_id)17.5 100 0 2.400 0.316 1.710 2.374 3.084
factor(worker_id)-1:factor(category_id)18.5 100 0 1.706 0.322 1.050 1.674 2.434
factor(worker_id)0:factor(category_id)18.5 100 0 0.109 0.318 -0.555 0.107 0.964
factor(worker_id)1:factor(category_id)18.5 100 0 0.480 0.359 -0.521 0.495 1.413
factor(worker_id)2:factor(category_id)18.5 100 0 0.333 0.315 -0.374 0.312 1.303
factor(worker_id)-1:factor(category_id)19.5 100 0 0.138 0.340 -0.589 0.149 1.032
factor(worker_id)0:factor(category_id)19.5 100 0 2.193 0.330 1.428 2.173 3.077
factor(worker_id)1:factor(category_id)19.5 100 0 0.968 0.369 0.119 0.966 2.077
factor(worker_id)2:factor(category_id)19.5 100 0 1.348 0.339 0.611 1.352 2.144
factor(worker_id)-1:factor(category_id)20.5 100 0 0.732 0.307 -0.010 0.703 1.938
factor(worker_id)0:factor(category_id)20.5 100 0 1.604 0.321 0.685 1.595 2.321
factor(worker_id)1:factor(category_id)20.5 100 0 2.038 0.368 1.188 2.031 3.106
factor(worker_id)2:factor(category_id)20.5 100 0 1.226 0.319 0.539 1.190 2.016
factor(worker_id)-1:factor(category_id)21.5 100 0 -0.135 0.330 -1.105 -0.126 0.824
factor(worker_id)0:factor(category_id)21.5 100 0 1.345 0.291 0.442 1.342 1.938
factor(worker_id)1:factor(category_id)21.5 100 0 0.911 0.378 -0.081 0.967 1.791
factor(worker_id)2:factor(category_id)21.5 100 0 4.238 0.359 3.134 4.247 5.211
factor(worker_id)-1:factor(category_id)22.5 100 0 -1.327 0.323 -2.164 -1.333 -0.286
factor(worker_id)0:factor(category_id)22.5 100 0 0.420 0.300 -0.337 0.392 1.241
factor(worker_id)1:factor(category_id)22.5 100 0 1.457 0.323 0.611 1.463 2.231
factor(worker_id)2:factor(category_id)22.5 100 0 0.650 0.313 -0.091 0.629 1.313
factor(worker_id)-1:factor(category_id)23.5 100 0 0.170 0.279 -0.463 0.157 1.147
factor(worker_id)0:factor(category_id)23.5 100 0 1.545 0.273 0.887 1.545 2.154
factor(worker_id)1:factor(category_id)23.5 100 0 3.716 0.318 2.886 3.727 4.438
factor(worker_id)2:factor(category_id)23.5 100 0 1.878 0.286 1.089 1.862 2.684
factor(worker_id)-1:factor(category_id)24.5 100 0 0.017 0.354 -0.785 0.040 1.032
factor(worker_id)0:factor(category_id)24.5 100 0 2.665 0.323 1.916 2.689 3.642
factor(worker_id)1:factor(category_id)24.5 100 0 1.326 0.358 0.280 1.316 2.256
factor(worker_id)2:factor(category_id)24.5 100 0 0.987 0.366 -0.100 0.948 1.686

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -28.479 0.165 -28.933 -28.490 -28.000
factor(worker_id)-1 100 0 1.663 0.240 0.745 1.644 2.188
factor(worker_id)0 100 0 -0.209 0.225 -0.829 -0.230 0.540
factor(worker_id)1 100 0 -0.294 0.262 -1.002 -0.305 0.251
factor(worker_id)2 100 0 -2.570 0.234 -3.241 -2.582 -2.000
factor(category_id)-23.5 100 0 -2.674 0.207 -3.267 -2.674 -2.277
factor(category_id)-22.5 100 0 -3.260 0.228 -3.860 -3.272 -2.713
factor(category_id)-21.5 100 0 -1.977 0.217 -2.606 -1.969 -1.406
factor(category_id)-20.5 100 0 -2.623 0.220 -3.143 -2.642 -2.112
factor(category_id)-19.5 100 0 -4.770 0.214 -5.323 -4.773 -4.242
factor(category_id)-18.5 100 0 -7.353 0.224 -7.897 -7.390 -6.674
factor(category_id)-17.5 100 0 -5.223 0.229 -5.731 -5.215 -4.581
factor(category_id)-16.5 100 0 -3.251 0.226 -3.756 -3.252 -2.589
factor(category_id)-15.5 100 0 -2.143 0.208 -2.645 -2.144 -1.742
factor(category_id)-14.5 100 0 -2.593 0.228 -3.183 -2.581 -2.084
factor(category_id)-13.5 100 0 -5.284 0.210 -5.849 -5.270 -4.699
factor(category_id)-12.5 100 0 -5.199 0.214 -5.683 -5.186 -4.710
factor(category_id)-11.5 100 0 -4.396 0.226 -5.006 -4.415 -3.720
factor(category_id)-10.5 100 0 -6.292 0.238 -6.844 -6.283 -5.841
factor(category_id)-9.5 100 0 -5.169 0.235 -5.715 -5.183 -4.538
factor(category_id)-8.5 100 0 -4.773 0.224 -5.230 -4.781 -4.080
factor(category_id)-7.5 100 0 -3.504 0.215 -3.948 -3.482 -2.969
factor(category_id)-6.5 100 0 -5.638 0.208 -6.221 -5.652 -5.091
factor(category_id)-5.5 100 0 -3.015 0.218 -3.545 -2.991 -2.519
factor(category_id)-4.5 100 0 -2.976 0.228 -3.556 -3.014 -2.341
factor(category_id)-3.5 100 0 -4.420 0.234 -5.122 -4.399 -3.936
factor(category_id)-2.5 100 0 -5.113 0.235 -5.627 -5.107 -4.503
factor(category_id)-1.5 100 0 -1.621 0.188 -2.103 -1.624 -1.277
factor(category_id)-0.5 100 0 -5.448 0.223 -6.053 -5.478 -4.833
factor(category_id)0.5 100 0 -3.414 0.209 -4.098 -3.399 -2.910
factor(category_id)1.5 100 0 -4.912 0.215 -5.314 -4.930 -4.266
factor(category_id)2.5 100 0 -2.942 0.232 -3.444 -2.915 -2.352
factor(category_id)3.5 100 0 -5.109 0.247 -5.678 -5.092 -4.458
factor(category_id)4.5 100 0 -2.323 0.236 -3.182 -2.278 -1.828
factor(category_id)5.5 100 0 -2.926 0.221 -3.441 -2.908 -2.350
factor(category_id)6.5 100 0 -2.862 0.207 -3.515 -2.860 -2.222
factor(category_id)7.5 100 0 -6.579 0.226 -7.155 -6.568 -5.894
factor(category_id)8.5 100 0 -5.030 0.211 -5.438 -5.042 -4.371
factor(category_id)9.5 100 0 -3.490 0.226 -4.087 -3.488 -2.892
factor(category_id)10.5 100 0 -6.450 0.227 -7.151 -6.447 -5.855
factor(category_id)11.5 100 0 -3.797 0.202 -4.291 -3.812 -3.154
factor(category_id)12.5 100 0 -3.451 0.228 -4.061 -3.455 -2.920
factor(category_id)13.5 100 0 -2.582 0.216 -3.087 -2.584 -2.049
factor(category_id)14.5 100 0 -1.792 0.218 -2.263 -1.825 -1.293
factor(category_id)15.5 100 0 -5.067 0.229 -5.733 -5.048 -4.442
factor(category_id)16.5 100 0 -3.518 0.239 -4.222 -3.523 -3.042
factor(category_id)17.5 100 0 -5.469 0.233 -5.993 -5.465 -4.926
factor(category_id)18.5 100 0 -1.849 0.235 -2.407 -1.880 -1.310
factor(category_id)19.5 100 0 -3.065 0.223 -3.557 -3.069 -2.563
factor(category_id)20.5 100 0 -5.106 0.236 -5.706 -5.102 -4.588
factor(category_id)21.5 100 0 44.801 0.245 44.247 44.813 45.534

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 0.96
factor(worker_id)0 0.13
factor(worker_id)1 0.99
factor(worker_id)2 1
factor(category_id)-23.5 0.99
factor(category_id)-22.5 1
factor(category_id)-21.5 1
factor(category_id)-20.5 1
factor(category_id)-19.5 1
factor(category_id)-18.5 1
factor(category_id)-17.5 1
factor(category_id)-16.5 1
factor(category_id)-15.5 1
factor(category_id)-14.5 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(category_id)15.5 1
factor(category_id)16.5 1
factor(category_id)17.5 1
factor(category_id)18.5 1
factor(category_id)19.5 1
factor(category_id)20.5 1
factor(category_id)21.5 1
factor(category_id)22.5 1
factor(category_id)23.5 1
factor(category_id)24.5 1
factor(worker_id)-1:factor(category_id)-23.5 0
factor(worker_id)0:factor(category_id)-23.5 0.64
factor(worker_id)1:factor(category_id)-23.5 0.18
factor(worker_id)2:factor(category_id)-23.5 0.65
factor(worker_id)-1:factor(category_id)-22.5 0
factor(worker_id)0:factor(category_id)-22.5 0.95
factor(worker_id)1:factor(category_id)-22.5 0.46
factor(worker_id)2:factor(category_id)-22.5 0.26
factor(worker_id)-1:factor(category_id)-21.5 0
factor(worker_id)0:factor(category_id)-21.5 0
factor(worker_id)1:factor(category_id)-21.5 0.47
factor(worker_id)2:factor(category_id)-21.5 0
factor(worker_id)-1:factor(category_id)-20.5 0
factor(worker_id)0:factor(category_id)-20.5 0.88
factor(worker_id)1:factor(category_id)-20.5 0.48
factor(worker_id)2:factor(category_id)-20.5 0.92
factor(worker_id)-1:factor(category_id)-19.5 0
factor(worker_id)0:factor(category_id)-19.5 0.43
factor(worker_id)1:factor(category_id)-19.5 1
factor(worker_id)2:factor(category_id)-19.5 1
factor(worker_id)-1:factor(category_id)-18.5 1
factor(worker_id)0:factor(category_id)-18.5 1
factor(worker_id)1:factor(category_id)-18.5 1
factor(worker_id)2:factor(category_id)-18.5 1
factor(worker_id)-1:factor(category_id)-17.5 0
factor(worker_id)0:factor(category_id)-17.5 0.17
factor(worker_id)1:factor(category_id)-17.5 0.65
factor(worker_id)2:factor(category_id)-17.5 0.72
factor(worker_id)-1:factor(category_id)-16.5 0
factor(worker_id)0:factor(category_id)-16.5 1
factor(worker_id)1:factor(category_id)-16.5 1
factor(worker_id)2:factor(category_id)-16.5 1
factor(worker_id)-1:factor(category_id)-15.5 0.03
factor(worker_id)0:factor(category_id)-15.5 1
factor(worker_id)1:factor(category_id)-15.5 0.97
factor(worker_id)2:factor(category_id)-15.5 0.89
factor(worker_id)-1:factor(category_id)-14.5 0
factor(worker_id)0:factor(category_id)-14.5 0
factor(worker_id)1:factor(category_id)-14.5 1
factor(worker_id)2:factor(category_id)-14.5 1
factor(worker_id)-1:factor(category_id)-13.5 0
factor(worker_id)0:factor(category_id)-13.5 1
factor(worker_id)1:factor(category_id)-13.5 1
factor(worker_id)2:factor(category_id)-13.5 1
factor(worker_id)-1:factor(category_id)-12.5 0.63
factor(worker_id)0:factor(category_id)-12.5 0.4
factor(worker_id)1:factor(category_id)-12.5 1
factor(worker_id)2:factor(category_id)-12.5 1
factor(worker_id)-1:factor(category_id)-11.5 0.76
factor(worker_id)0:factor(category_id)-11.5 1
factor(worker_id)1:factor(category_id)-11.5 1
factor(worker_id)2:factor(category_id)-11.5 1
factor(worker_id)-1:factor(category_id)-10.5 0.67
factor(worker_id)0:factor(category_id)-10.5 1
factor(worker_id)1:factor(category_id)-10.5 1
factor(worker_id)2:factor(category_id)-10.5 1
factor(worker_id)-1:factor(category_id)-9.5 1
factor(worker_id)0:factor(category_id)-9.5 1
factor(worker_id)1:factor(category_id)-9.5 1
factor(worker_id)2:factor(category_id)-9.5 1
factor(worker_id)-1:factor(category_id)-8.5 0.64
factor(worker_id)0:factor(category_id)-8.5 0.35
factor(worker_id)1:factor(category_id)-8.5 1
factor(worker_id)2:factor(category_id)-8.5 1
factor(worker_id)-1:factor(category_id)-7.5 1
factor(worker_id)0:factor(category_id)-7.5 1
factor(worker_id)1:factor(category_id)-7.5 1
factor(worker_id)2:factor(category_id)-7.5 1
factor(worker_id)-1:factor(category_id)-6.5 1
factor(worker_id)0:factor(category_id)-6.5 1
factor(worker_id)1:factor(category_id)-6.5 1
factor(worker_id)2:factor(category_id)-6.5 1
factor(worker_id)-1:factor(category_id)-5.5 0.05
factor(worker_id)0:factor(category_id)-5.5 0.44
factor(worker_id)1:factor(category_id)-5.5 0.96
factor(worker_id)2:factor(category_id)-5.5 0.99
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 1
factor(worker_id)1:factor(category_id)-4.5 0.94
factor(worker_id)2:factor(category_id)-4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0.03
factor(worker_id)0:factor(category_id)-3.5 0.74
factor(worker_id)1:factor(category_id)-3.5 1
factor(worker_id)2:factor(category_id)-3.5 0.95
factor(worker_id)-1:factor(category_id)-2.5 0.9
factor(worker_id)0:factor(category_id)-2.5 1
factor(worker_id)1:factor(category_id)-2.5 1
factor(worker_id)2:factor(category_id)-2.5 1
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 1
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 1
factor(worker_id)-1:factor(category_id)-0.5 1
factor(worker_id)0:factor(category_id)-0.5 1
factor(worker_id)1:factor(category_id)-0.5 1
factor(worker_id)2:factor(category_id)-0.5 1
factor(worker_id)-1:factor(category_id)0.5 0.99
factor(worker_id)0:factor(category_id)0.5 1
factor(worker_id)1:factor(category_id)0.5 1
factor(worker_id)2:factor(category_id)0.5 1
factor(worker_id)-1:factor(category_id)1.5 1
factor(worker_id)0:factor(category_id)1.5 0.99
factor(worker_id)1:factor(category_id)1.5 1
factor(worker_id)2:factor(category_id)1.5 1
factor(worker_id)-1:factor(category_id)2.5 0.2
factor(worker_id)0:factor(category_id)2.5 1
factor(worker_id)1:factor(category_id)2.5 1
factor(worker_id)2:factor(category_id)2.5 0.1
factor(worker_id)-1:factor(category_id)3.5 1
factor(worker_id)0:factor(category_id)3.5 1
factor(worker_id)1:factor(category_id)3.5 1
factor(worker_id)2:factor(category_id)3.5 1
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0.01
factor(worker_id)1:factor(category_id)4.5 0.69
factor(worker_id)2:factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)5.5 0.15
factor(worker_id)0:factor(category_id)5.5 1
factor(worker_id)1:factor(category_id)5.5 0.97
factor(worker_id)2:factor(category_id)5.5 1
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0.96
factor(worker_id)-1:factor(category_id)7.5 1
factor(worker_id)0:factor(category_id)7.5 1
factor(worker_id)1:factor(category_id)7.5 1
factor(worker_id)2:factor(category_id)7.5 1
factor(worker_id)-1:factor(category_id)8.5 1
factor(worker_id)0:factor(category_id)8.5 1
factor(worker_id)1:factor(category_id)8.5 0.71
factor(worker_id)2:factor(category_id)8.5 1
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 1
factor(worker_id)1:factor(category_id)9.5 1
factor(worker_id)2:factor(category_id)9.5 0.91
factor(worker_id)-1:factor(category_id)10.5 0
factor(worker_id)0:factor(category_id)10.5 1
factor(worker_id)1:factor(category_id)10.5 1
factor(worker_id)2:factor(category_id)10.5 1
factor(worker_id)-1:factor(category_id)11.5 1
factor(worker_id)0:factor(category_id)11.5 1
factor(worker_id)1:factor(category_id)11.5 1
factor(worker_id)2:factor(category_id)11.5 1
factor(worker_id)-1:factor(category_id)12.5 0
factor(worker_id)0:factor(category_id)12.5 0.04
factor(worker_id)1:factor(category_id)12.5 0.96
factor(worker_id)2:factor(category_id)12.5 1
factor(worker_id)-1:factor(category_id)13.5 0
factor(worker_id)0:factor(category_id)13.5 0.05
factor(worker_id)1:factor(category_id)13.5 1
factor(worker_id)2:factor(category_id)13.5 0.98
factor(worker_id)-1:factor(category_id)14.5 0
factor(worker_id)0:factor(category_id)14.5 0
factor(worker_id)1:factor(category_id)14.5 0.06
factor(worker_id)2:factor(category_id)14.5 0
factor(worker_id)-1:factor(category_id)15.5 0.99
factor(worker_id)0:factor(category_id)15.5 1
factor(worker_id)1:factor(category_id)15.5 1
factor(worker_id)2:factor(category_id)15.5 1
factor(worker_id)-1:factor(category_id)16.5 0
factor(worker_id)0:factor(category_id)16.5 1
factor(worker_id)1:factor(category_id)16.5 0.99
factor(worker_id)2:factor(category_id)16.5 0.94
factor(worker_id)-1:factor(category_id)17.5 0.01
factor(worker_id)0:factor(category_id)17.5 1
factor(worker_id)1:factor(category_id)17.5 1
factor(worker_id)2:factor(category_id)17.5 1
factor(worker_id)-1:factor(category_id)18.5 1
factor(worker_id)0:factor(category_id)18.5 0.06
factor(worker_id)1:factor(category_id)18.5 0.35
factor(worker_id)2:factor(category_id)18.5 0.17
factor(worker_id)-1:factor(category_id)19.5 0.07
factor(worker_id)0:factor(category_id)19.5 1
factor(worker_id)1:factor(category_id)19.5 0.82
factor(worker_id)2:factor(category_id)19.5 0.99
factor(worker_id)-1:factor(category_id)20.5 0.58
factor(worker_id)0:factor(category_id)20.5 1
factor(worker_id)1:factor(category_id)20.5 1
factor(worker_id)2:factor(category_id)20.5 0.99
factor(worker_id)-1:factor(category_id)21.5 0.02
factor(worker_id)0:factor(category_id)21.5 0.99
factor(worker_id)1:factor(category_id)21.5 0.8
factor(worker_id)2:factor(category_id)21.5 1
factor(worker_id)-1:factor(category_id)22.5 0
factor(worker_id)0:factor(category_id)22.5 0.26
factor(worker_id)1:factor(category_id)22.5 0.99
factor(worker_id)2:factor(category_id)22.5 0.51
factor(worker_id)-1:factor(category_id)23.5 0.05
factor(worker_id)0:factor(category_id)23.5 1
factor(worker_id)1:factor(category_id)23.5 1
factor(worker_id)2:factor(category_id)23.5 1
factor(worker_id)-1:factor(category_id)24.5 0.03
factor(worker_id)0:factor(category_id)24.5 1
factor(worker_id)1:factor(category_id)24.5 0.98
factor(worker_id)2:factor(category_id)24.5 0.9

Significant match effect number = 125 out of 196

num_process = 50, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -27.770 0.137 -28.029 -27.773 -27.447
factor(worker_id)-1 100 0 2.573 0.197 1.915 2.583 3.024
factor(worker_id)0 100 0 4.729 0.208 4.232 4.746 5.192
factor(worker_id)1 100 0 6.105 0.201 5.610 6.104 6.525
factor(worker_id)2 100 0 4.704 0.199 4.087 4.712 5.165
factor(category_id)-23.5 100 0 1.756 0.184 1.329 1.760 2.207
factor(category_id)-22.5 100 0 3.700 0.200 3.226 3.704 4.306
factor(category_id)-21.5 100 0 2.788 0.196 2.172 2.784 3.220
factor(category_id)-20.5 100 0 4.982 0.193 4.474 4.969 5.523
factor(category_id)-19.5 100 0 6.565 0.186 6.013 6.569 6.984
factor(category_id)-18.5 100 0 7.436 0.205 6.929 7.439 7.869
factor(category_id)-17.5 100 0 7.851 0.183 7.406 7.863 8.228
factor(category_id)-16.5 100 0 8.077 0.198 7.534 8.096 8.507
factor(category_id)-15.5 100 0 10.618 0.187 10.090 10.616 11.099
factor(category_id)-14.5 100 0 11.587 0.197 11.116 11.579 12.033
factor(category_id)-13.5 100 0 13.093 0.210 12.664 13.084 13.552
factor(category_id)-12.5 100 0 12.689 0.206 12.276 12.679 13.130
factor(category_id)-11.5 100 0 15.578 0.179 15.186 15.581 16.107
factor(category_id)-10.5 100 0 14.310 0.198 13.833 14.299 14.848
factor(category_id)-9.5 100 0 14.619 0.191 14.249 14.626 15.034
factor(category_id)-8.5 100 0 17.679 0.185 17.118 17.673 18.203
factor(category_id)-7.5 100 0 16.902 0.192 16.297 16.891 17.417
factor(category_id)-6.5 100 0 18.411 0.202 17.827 18.414 19.040
factor(category_id)-5.5 100 0 23.139 0.200 22.679 23.131 23.682
factor(category_id)-4.5 100 0 21.832 0.192 21.264 21.836 22.284
factor(category_id)-3.5 100 0 23.147 0.198 22.732 23.136 23.618
factor(category_id)-2.5 100 0 23.210 0.204 22.721 23.221 23.640
factor(category_id)-1.5 100 0 21.122 0.189 20.657 21.141 21.453
factor(category_id)-0.5 100 0 24.493 0.184 23.954 24.507 24.879
factor(category_id)0.5 100 0 28.196 0.197 27.644 28.219 28.591
factor(category_id)1.5 100 0 27.000 0.205 26.559 27.010 27.549
factor(category_id)2.5 100 0 29.367 0.190 29.001 29.375 29.764
factor(category_id)3.5 100 0 27.949 0.192 27.474 27.975 28.499
factor(category_id)4.5 100 0 31.141 0.192 30.712 31.139 31.860
factor(category_id)5.5 100 0 34.524 0.220 33.856 34.552 34.980
factor(category_id)6.5 100 0 32.238 0.203 31.705 32.212 32.683
factor(category_id)7.5 100 0 35.973 0.210 35.467 35.981 36.591
factor(category_id)8.5 100 0 34.304 0.215 33.802 34.292 34.775
factor(category_id)9.5 100 0 35.514 0.205 34.938 35.523 35.925
factor(category_id)10.5 100 0 37.360 0.208 36.905 37.352 37.861
factor(category_id)11.5 100 0 37.382 0.207 36.910 37.391 38.031
factor(category_id)12.5 100 0 36.193 0.205 35.519 36.173 36.631
factor(category_id)13.5 100 0 39.028 0.199 38.358 39.042 39.506
factor(category_id)14.5 100 0 41.862 0.199 41.335 41.876 42.366
factor(category_id)15.5 100 0 40.110 0.204 39.513 40.120 40.678
factor(category_id)16.5 100 0 42.867 0.206 42.297 42.872 43.328
factor(category_id)17.5 100 0 44.549 0.206 43.999 44.580 44.941
factor(category_id)18.5 100 0 44.024 0.186 43.592 44.035 44.577
factor(category_id)19.5 100 0 45.641 0.196 44.980 45.634 46.215
factor(category_id)20.5 100 0 45.959 0.200 45.468 45.957 46.530
factor(category_id)21.5 100 0 46.950 0.190 46.530 46.948 47.420
factor(category_id)22.5 100 0 47.245 0.210 46.761 47.247 47.747
factor(category_id)23.5 100 0 49.638 0.166 49.209 49.655 49.989
factor(category_id)24.5 100 0 49.267 0.203 48.642 49.279 49.866
factor(worker_id)-1:factor(category_id)-23.5 100 0 1.007 0.307 0.269 0.978 1.859
factor(worker_id)0:factor(category_id)-23.5 100 0 -1.655 0.269 -2.309 -1.644 -0.826
factor(worker_id)1:factor(category_id)-23.5 100 0 -3.695 0.295 -4.391 -3.668 -2.895
factor(worker_id)2:factor(category_id)-23.5 100 0 1.565 0.280 0.992 1.573 2.286
factor(worker_id)-1:factor(category_id)-22.5 100 0 -1.653 0.274 -2.295 -1.657 -0.970
factor(worker_id)0:factor(category_id)-22.5 100 0 -4.929 0.309 -5.644 -4.934 -4.205
factor(worker_id)1:factor(category_id)-22.5 100 0 -3.832 0.274 -4.420 -3.846 -3.162
factor(worker_id)2:factor(category_id)-22.5 100 0 -3.638 0.311 -4.276 -3.650 -2.721
factor(worker_id)-1:factor(category_id)-21.5 100 0 0.016 0.282 -0.747 0.013 0.758
factor(worker_id)0:factor(category_id)-21.5 100 0 -0.924 0.298 -1.663 -0.961 -0.068
factor(worker_id)1:factor(category_id)-21.5 100 0 -0.654 0.271 -1.268 -0.667 0.188
factor(worker_id)2:factor(category_id)-21.5 100 0 1.079 0.285 0.492 1.033 2.022
factor(worker_id)-1:factor(category_id)-20.5 100 0 -0.785 0.280 -1.608 -0.799 -0.104
factor(worker_id)0:factor(category_id)-20.5 100 0 -3.941 0.271 -4.626 -3.937 -3.223
factor(worker_id)1:factor(category_id)-20.5 100 0 -3.915 0.271 -4.770 -3.919 -3.158
factor(worker_id)2:factor(category_id)-20.5 100 0 -0.447 0.280 -1.011 -0.462 0.460
factor(worker_id)-1:factor(category_id)-19.5 100 0 -2.528 0.262 -3.159 -2.568 -1.944
factor(worker_id)0:factor(category_id)-19.5 100 0 -1.216 0.281 -1.892 -1.254 -0.392
factor(worker_id)1:factor(category_id)-19.5 100 0 -3.720 0.255 -4.334 -3.758 -3.007
factor(worker_id)2:factor(category_id)-19.5 100 0 -1.541 0.263 -2.165 -1.540 -0.858
factor(worker_id)-1:factor(category_id)-18.5 100 0 -0.643 0.285 -1.257 -0.647 0.236
factor(worker_id)0:factor(category_id)-18.5 100 0 -3.199 0.286 -3.876 -3.205 -2.433
factor(worker_id)1:factor(category_id)-18.5 100 0 -3.624 0.288 -4.409 -3.645 -2.937
factor(worker_id)2:factor(category_id)-18.5 100 0 -0.448 0.282 -1.192 -0.453 0.161
factor(worker_id)-1:factor(category_id)-17.5 100 0 -2.041 0.284 -2.662 -2.060 -1.086
factor(worker_id)0:factor(category_id)-17.5 100 0 -1.810 0.312 -2.520 -1.828 -1.074
factor(worker_id)1:factor(category_id)-17.5 100 0 -3.199 0.302 -3.969 -3.170 -2.549
factor(worker_id)2:factor(category_id)-17.5 100 0 -1.248 0.290 -2.047 -1.277 -0.438
factor(worker_id)-1:factor(category_id)-16.5 100 0 -1.103 0.253 -1.616 -1.089 -0.364
factor(worker_id)0:factor(category_id)-16.5 100 0 -2.180 0.311 -2.910 -2.181 -1.448
factor(worker_id)1:factor(category_id)-16.5 100 0 -2.968 0.265 -3.502 -2.974 -2.305
factor(worker_id)2:factor(category_id)-16.5 100 0 0.263 0.274 -0.355 0.266 0.833
factor(worker_id)-1:factor(category_id)-15.5 100 0 -2.042 0.263 -2.639 -2.052 -1.318
factor(worker_id)0:factor(category_id)-15.5 100 0 -2.363 0.287 -3.015 -2.366 -1.541
factor(worker_id)1:factor(category_id)-15.5 100 0 -4.890 0.274 -5.504 -4.923 -4.224
factor(worker_id)2:factor(category_id)-15.5 100 0 -0.141 0.293 -0.935 -0.103 0.694
factor(worker_id)-1:factor(category_id)-14.5 100 0 -1.170 0.288 -1.980 -1.170 -0.539
factor(worker_id)0:factor(category_id)-14.5 100 0 -3.488 0.294 -4.372 -3.513 -2.785
factor(worker_id)1:factor(category_id)-14.5 100 0 -3.233 0.282 -4.018 -3.231 -2.537
factor(worker_id)2:factor(category_id)-14.5 100 0 -1.944 0.268 -2.742 -1.915 -1.316
factor(worker_id)-1:factor(category_id)-13.5 100 0 -3.384 0.303 -4.186 -3.365 -2.719
factor(worker_id)0:factor(category_id)-13.5 100 0 -3.565 0.274 -4.329 -3.579 -2.866
factor(worker_id)1:factor(category_id)-13.5 100 0 -2.620 0.297 -3.287 -2.601 -1.920
factor(worker_id)2:factor(category_id)-13.5 100 0 -3.355 0.307 -4.155 -3.375 -2.606
factor(worker_id)-1:factor(category_id)-12.5 100 0 0.614 0.274 -0.026 0.640 1.332
factor(worker_id)0:factor(category_id)-12.5 100 0 -1.799 0.272 -2.378 -1.795 -1.190
factor(worker_id)1:factor(category_id)-12.5 100 0 -1.777 0.281 -2.385 -1.779 -1.045
factor(worker_id)2:factor(category_id)-12.5 100 0 -0.739 0.270 -1.226 -0.787 -0.151
factor(worker_id)-1:factor(category_id)-11.5 100 0 -3.704 0.287 -4.541 -3.664 -2.990
factor(worker_id)0:factor(category_id)-11.5 100 0 -3.991 0.235 -4.601 -3.968 -3.440
factor(worker_id)1:factor(category_id)-11.5 100 0 -3.641 0.277 -4.192 -3.644 -2.778
factor(worker_id)2:factor(category_id)-11.5 100 0 -3.452 0.255 -4.127 -3.441 -2.814
factor(worker_id)-1:factor(category_id)-10.5 100 0 -0.319 0.290 -0.896 -0.313 0.726
factor(worker_id)0:factor(category_id)-10.5 100 0 -2.185 0.289 -2.768 -2.167 -1.338
factor(worker_id)1:factor(category_id)-10.5 100 0 -2.168 0.275 -2.878 -2.165 -1.371
factor(worker_id)2:factor(category_id)-10.5 100 0 -0.509 0.262 -1.101 -0.500 0.246
factor(worker_id)-1:factor(category_id)-9.5 100 0 0.319 0.278 -0.420 0.338 1.090
factor(worker_id)0:factor(category_id)-9.5 100 0 -1.486 0.280 -2.097 -1.536 -0.698
factor(worker_id)1:factor(category_id)-9.5 100 0 -2.230 0.304 -3.150 -2.209 -1.564
factor(worker_id)2:factor(category_id)-9.5 100 0 -0.525 0.288 -1.186 -0.548 0.073
factor(worker_id)-1:factor(category_id)-8.5 100 0 1.495 0.266 0.804 1.511 2.246
factor(worker_id)0:factor(category_id)-8.5 100 0 -1.847 0.297 -2.458 -1.854 -0.919
factor(worker_id)1:factor(category_id)-8.5 100 0 -4.231 0.267 -4.855 -4.240 -3.404
factor(worker_id)2:factor(category_id)-8.5 100 0 -2.559 0.259 -3.302 -2.594 -1.797
factor(worker_id)-1:factor(category_id)-7.5 100 0 -0.075 0.254 -0.610 -0.067 0.504
factor(worker_id)0:factor(category_id)-7.5 100 0 0.058 0.245 -0.551 0.018 0.580
factor(worker_id)1:factor(category_id)-7.5 100 0 0.414 0.291 -0.236 0.405 1.099
factor(worker_id)2:factor(category_id)-7.5 100 0 0.772 0.285 0.204 0.772 1.519
factor(worker_id)-1:factor(category_id)-6.5 100 0 -1.049 0.288 -1.695 -1.059 -0.261
factor(worker_id)0:factor(category_id)-6.5 100 0 -1.184 0.291 -1.938 -1.199 -0.192
factor(worker_id)1:factor(category_id)-6.5 100 0 -1.380 0.296 -2.056 -1.375 -0.536
factor(worker_id)2:factor(category_id)-6.5 100 0 -0.068 0.332 -0.952 -0.107 0.871
factor(worker_id)-1:factor(category_id)-5.5 100 0 -3.166 0.280 -3.887 -3.130 -2.548
factor(worker_id)0:factor(category_id)-5.5 100 0 -5.663 0.300 -6.418 -5.657 -4.981
factor(worker_id)1:factor(category_id)-5.5 100 0 -6.242 0.279 -6.909 -6.242 -5.525
factor(worker_id)2:factor(category_id)-5.5 100 0 -3.175 0.293 -3.904 -3.191 -2.496
factor(worker_id)-1:factor(category_id)-4.5 100 0 -2.192 0.279 -2.843 -2.165 -1.420
factor(worker_id)0:factor(category_id)-4.5 100 0 -1.479 0.250 -1.996 -1.478 -0.848
factor(worker_id)1:factor(category_id)-4.5 100 0 -6.106 0.285 -6.915 -6.113 -5.327
factor(worker_id)2:factor(category_id)-4.5 100 0 -2.622 0.272 -3.306 -2.606 -1.979
factor(worker_id)-1:factor(category_id)-3.5 100 0 -3.386 0.270 -4.072 -3.395 -2.735
factor(worker_id)0:factor(category_id)-3.5 100 0 -3.917 0.304 -4.673 -3.923 -3.347
factor(worker_id)1:factor(category_id)-3.5 100 0 -1.756 0.259 -2.481 -1.773 -1.140
factor(worker_id)2:factor(category_id)-3.5 100 0 -2.845 0.283 -3.373 -2.875 -2.237
factor(worker_id)-1:factor(category_id)-2.5 100 0 -2.901 0.308 -3.725 -2.906 -2.213
factor(worker_id)0:factor(category_id)-2.5 100 0 -1.735 0.302 -2.491 -1.749 -0.859
factor(worker_id)1:factor(category_id)-2.5 100 0 -3.811 0.321 -4.649 -3.807 -3.041
factor(worker_id)2:factor(category_id)-2.5 100 0 -1.247 0.266 -1.862 -1.236 -0.469
factor(worker_id)-1:factor(category_id)-1.5 100 0 2.523 0.273 2.035 2.498 3.235
factor(worker_id)0:factor(category_id)-1.5 100 0 0.463 0.287 -0.296 0.483 1.267
factor(worker_id)1:factor(category_id)-1.5 100 0 -0.815 0.274 -1.447 -0.844 -0.100
factor(worker_id)2:factor(category_id)-1.5 100 0 3.482 0.284 2.759 3.461 4.141
factor(worker_id)-1:factor(category_id)-0.5 100 0 0.490 0.275 -0.131 0.490 1.499
factor(worker_id)0:factor(category_id)-0.5 100 0 -3.290 0.271 -4.046 -3.309 -2.532
factor(worker_id)1:factor(category_id)-0.5 100 0 -2.149 0.284 -2.829 -2.145 -1.333
factor(worker_id)2:factor(category_id)-0.5 100 0 -0.967 0.286 -1.617 -0.940 -0.266
factor(worker_id)-1:factor(category_id)0.5 100 0 -3.268 0.284 -3.907 -3.320 -2.303
factor(worker_id)0:factor(category_id)0.5 100 0 -5.606 0.293 -6.319 -5.620 -4.858
factor(worker_id)1:factor(category_id)0.5 100 0 -4.048 0.238 -4.748 -4.049 -3.544
factor(worker_id)2:factor(category_id)0.5 100 0 -1.725 0.285 -2.462 -1.721 -1.045
factor(worker_id)-1:factor(category_id)1.5 100 0 -0.851 0.295 -1.616 -0.842 0.049
factor(worker_id)0:factor(category_id)1.5 100 0 -2.421 0.270 -2.968 -2.460 -1.707
factor(worker_id)1:factor(category_id)1.5 100 0 -2.696 0.281 -3.457 -2.709 -2.086
factor(worker_id)2:factor(category_id)1.5 100 0 -0.331 0.283 -1.034 -0.352 0.375
factor(worker_id)-1:factor(category_id)2.5 100 0 -2.124 0.284 -2.735 -2.117 -1.317
factor(worker_id)0:factor(category_id)2.5 100 0 -3.259 0.275 -3.933 -3.280 -2.594
factor(worker_id)1:factor(category_id)2.5 100 0 -3.859 0.303 -4.622 -3.842 -3.080
factor(worker_id)2:factor(category_id)2.5 100 0 -2.651 0.306 -3.276 -2.601 -1.916
factor(worker_id)-1:factor(category_id)3.5 100 0 2.338 0.245 1.651 2.362 2.842
factor(worker_id)0:factor(category_id)3.5 100 0 -1.353 0.288 -2.078 -1.334 -0.630
factor(worker_id)1:factor(category_id)3.5 100 0 -1.403 0.296 -2.217 -1.439 -0.669
factor(worker_id)2:factor(category_id)3.5 100 0 1.289 0.301 0.466 1.278 2.093
factor(worker_id)-1:factor(category_id)4.5 100 0 -2.468 0.307 -3.294 -2.483 -1.478
factor(worker_id)0:factor(category_id)4.5 100 0 -2.663 0.303 -3.621 -2.650 -1.932
factor(worker_id)1:factor(category_id)4.5 100 0 -3.784 0.281 -4.688 -3.819 -3.174
factor(worker_id)2:factor(category_id)4.5 100 0 -0.990 0.278 -1.817 -1.013 -0.238
factor(worker_id)-1:factor(category_id)5.5 100 0 -5.012 0.312 -5.592 -5.038 -4.036
factor(worker_id)0:factor(category_id)5.5 100 0 -7.121 0.308 -7.995 -7.111 -6.428
factor(worker_id)1:factor(category_id)5.5 100 0 -7.407 0.273 -8.090 -7.418 -6.680
factor(worker_id)2:factor(category_id)5.5 100 0 -5.450 0.319 -6.229 -5.469 -4.396
factor(worker_id)-1:factor(category_id)6.5 100 0 -1.698 0.261 -2.358 -1.710 -0.865
factor(worker_id)0:factor(category_id)6.5 100 0 -1.479 0.300 -2.242 -1.503 -0.843
factor(worker_id)1:factor(category_id)6.5 100 0 -2.767 0.300 -3.455 -2.757 -1.932
factor(worker_id)2:factor(category_id)6.5 100 0 -1.206 0.276 -1.915 -1.192 -0.485
factor(worker_id)-1:factor(category_id)7.5 100 0 -4.114 0.326 -4.907 -4.081 -3.475
factor(worker_id)0:factor(category_id)7.5 100 0 -5.950 0.304 -6.605 -5.958 -5.067
factor(worker_id)1:factor(category_id)7.5 100 0 -5.124 0.287 -5.861 -5.131 -4.458
factor(worker_id)2:factor(category_id)7.5 100 0 -2.501 0.302 -3.228 -2.512 -1.621
factor(worker_id)-1:factor(category_id)8.5 100 0 -3.323 0.299 -3.969 -3.293 -2.333
factor(worker_id)0:factor(category_id)8.5 100 0 -2.477 0.285 -3.029 -2.505 -1.579
factor(worker_id)1:factor(category_id)8.5 100 0 -3.321 0.282 -3.913 -3.351 -2.651
factor(worker_id)2:factor(category_id)8.5 100 0 -1.430 0.286 -2.076 -1.443 -0.716
factor(worker_id)-1:factor(category_id)9.5 100 0 -1.221 0.292 -1.958 -1.239 -0.523
factor(worker_id)0:factor(category_id)9.5 100 0 -3.570 0.306 -4.183 -3.608 -2.654
factor(worker_id)1:factor(category_id)9.5 100 0 -5.172 0.264 -5.797 -5.183 -4.439
factor(worker_id)2:factor(category_id)9.5 100 0 -1.117 0.282 -1.665 -1.146 -0.340
factor(worker_id)-1:factor(category_id)10.5 100 0 -1.613 0.300 -2.270 -1.575 -0.754
factor(worker_id)0:factor(category_id)10.5 100 0 -5.626 0.280 -6.398 -5.648 -4.735
factor(worker_id)1:factor(category_id)10.5 100 0 -5.446 0.256 -6.008 -5.439 -4.901
factor(worker_id)2:factor(category_id)10.5 100 0 -2.559 0.281 -3.484 -2.511 -1.766
factor(worker_id)-1:factor(category_id)11.5 100 0 -3.382 0.293 -4.087 -3.383 -2.626
factor(worker_id)0:factor(category_id)11.5 100 0 -1.115 0.276 -1.951 -1.114 -0.524
factor(worker_id)1:factor(category_id)11.5 100 0 -2.261 0.292 -2.903 -2.237 -1.566
factor(worker_id)2:factor(category_id)11.5 100 0 -1.599 0.294 -2.291 -1.614 -0.689
factor(worker_id)-1:factor(category_id)12.5 100 0 1.286 0.271 0.684 1.291 2.062
factor(worker_id)0:factor(category_id)12.5 100 0 -0.277 0.288 -1.014 -0.263 0.752
factor(worker_id)1:factor(category_id)12.5 100 0 -0.975 0.288 -1.787 -0.970 -0.090
factor(worker_id)2:factor(category_id)12.5 100 0 0.277 0.291 -0.308 0.272 0.909
factor(worker_id)-1:factor(category_id)13.5 100 0 -2.209 0.279 -2.869 -2.215 -1.502
factor(worker_id)0:factor(category_id)13.5 100 0 -2.557 0.307 -3.309 -2.566 -1.537
factor(worker_id)1:factor(category_id)13.5 100 0 -2.426 0.282 -3.305 -2.463 -1.656
factor(worker_id)2:factor(category_id)13.5 100 0 0.055 0.268 -0.520 0.061 0.677
factor(worker_id)-1:factor(category_id)14.5 100 0 -4.081 0.312 -4.806 -4.097 -3.169
factor(worker_id)0:factor(category_id)14.5 100 0 -4.444 0.287 -5.035 -4.455 -3.640
factor(worker_id)1:factor(category_id)14.5 100 0 -2.698 0.287 -3.535 -2.678 -1.927
factor(worker_id)2:factor(category_id)14.5 100 0 -2.596 0.275 -3.482 -2.618 -2.068
factor(worker_id)-1:factor(category_id)15.5 100 0 0.238 0.269 -0.269 0.227 1.165
factor(worker_id)0:factor(category_id)15.5 100 0 -2.659 0.318 -3.333 -2.670 -1.963
factor(worker_id)1:factor(category_id)15.5 100 0 -1.309 0.286 -2.329 -1.328 -0.378
factor(worker_id)2:factor(category_id)15.5 100 0 1.990 0.295 1.292 1.983 2.686
factor(worker_id)-1:factor(category_id)16.5 100 0 -3.538 0.273 -4.182 -3.558 -2.869
factor(worker_id)0:factor(category_id)16.5 100 0 -3.855 0.306 -4.557 -3.846 -3.040
factor(worker_id)1:factor(category_id)16.5 100 0 -3.024 0.287 -3.705 -3.016 -2.360
factor(worker_id)2:factor(category_id)16.5 100 0 -1.182 0.313 -1.885 -1.205 -0.427
factor(worker_id)-1:factor(category_id)17.5 100 0 -2.859 0.264 -3.554 -2.865 -2.203
factor(worker_id)0:factor(category_id)17.5 100 0 -4.671 0.303 -5.311 -4.682 -3.772
factor(worker_id)1:factor(category_id)17.5 100 0 -5.893 0.277 -6.510 -5.924 -5.177
factor(worker_id)2:factor(category_id)17.5 100 0 -0.995 0.294 -1.735 -1.007 0.076
factor(worker_id)-1:factor(category_id)18.5 100 0 -1.266 0.260 -1.955 -1.275 -0.561
factor(worker_id)0:factor(category_id)18.5 100 0 -2.595 0.274 -3.398 -2.566 -1.818
factor(worker_id)1:factor(category_id)18.5 100 0 -1.714 0.252 -2.331 -1.718 -1.015
factor(worker_id)2:factor(category_id)18.5 100 0 0.088 0.276 -0.498 0.100 0.863
factor(worker_id)-1:factor(category_id)19.5 100 0 -1.790 0.274 -2.539 -1.795 -1.169
factor(worker_id)0:factor(category_id)19.5 100 0 -3.352 0.274 -4.366 -3.381 -2.595
factor(worker_id)1:factor(category_id)19.5 100 0 -4.615 0.277 -5.230 -4.595 -4.004
factor(worker_id)2:factor(category_id)19.5 100 0 -2.579 0.301 -3.339 -2.587 -1.295
factor(worker_id)-1:factor(category_id)20.5 100 0 0.342 0.278 -0.356 0.342 1.317
factor(worker_id)0:factor(category_id)20.5 100 0 -1.601 0.281 -2.440 -1.593 -0.694
factor(worker_id)1:factor(category_id)20.5 100 0 -2.855 0.311 -3.686 -2.863 -1.992
factor(worker_id)2:factor(category_id)20.5 100 0 -2.409 0.297 -3.008 -2.400 -1.578
factor(worker_id)-1:factor(category_id)21.5 100 0 -2.610 0.287 -3.295 -2.589 -1.909
factor(worker_id)0:factor(category_id)21.5 100 0 -2.611 0.278 -3.466 -2.577 -1.888
factor(worker_id)1:factor(category_id)21.5 100 0 -1.578 0.277 -2.216 -1.602 -1.013
factor(worker_id)2:factor(category_id)21.5 100 0 1.187 0.250 0.564 1.202 1.753
factor(worker_id)-1:factor(category_id)22.5 100 0 0.069 0.271 -0.483 0.095 0.689
factor(worker_id)0:factor(category_id)22.5 100 0 -0.457 0.294 -1.081 -0.456 0.257
factor(worker_id)1:factor(category_id)22.5 100 0 -2.328 0.297 -2.939 -2.298 -1.646
factor(worker_id)2:factor(category_id)22.5 100 0 1.210 0.265 0.371 1.205 1.938
factor(worker_id)-1:factor(category_id)23.5 100 0 -2.476 0.238 -3.031 -2.489 -1.789
factor(worker_id)0:factor(category_id)23.5 100 0 -3.184 0.264 -3.804 -3.201 -2.403
factor(worker_id)1:factor(category_id)23.5 100 0 -3.773 0.266 -4.492 -3.778 -3.113
factor(worker_id)2:factor(category_id)23.5 100 0 -0.941 0.265 -1.651 -0.954 -0.287
factor(worker_id)-1:factor(category_id)24.5 100 0 -1.891 0.287 -2.539 -1.894 -0.870
factor(worker_id)0:factor(category_id)24.5 100 0 -3.757 0.270 -4.537 -3.781 -2.887
factor(worker_id)1:factor(category_id)24.5 100 0 -1.010 0.301 -1.816 -1.034 -0.078
factor(worker_id)2:factor(category_id)24.5 100 0 0.974 0.308 0.297 0.916 1.825

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -28.508 0.137 -28.767 -28.511 -28.185
factor(worker_id)-1 100 0 -1.514 0.197 -2.173 -1.504 -1.064
factor(worker_id)0 100 0 2.547 0.208 2.049 2.564 3.010
factor(worker_id)1 100 0 2.155 0.201 1.661 2.155 2.576
factor(worker_id)2 100 0 -1.524 0.199 -2.141 -1.516 -1.062
factor(category_id)-23.5 100 0 -3.409 0.184 -3.836 -3.405 -2.958
factor(category_id)-22.5 100 0 -3.221 0.200 -3.695 -3.217 -2.615
factor(category_id)-21.5 100 0 -5.121 0.196 -5.737 -5.125 -4.689
factor(category_id)-20.5 100 0 -3.757 0.193 -4.265 -3.770 -3.216
factor(category_id)-19.5 100 0 -2.648 0.186 -3.200 -2.644 -2.229
factor(category_id)-18.5 100 0 -2.386 0.205 -2.894 -2.384 -1.954
factor(category_id)-17.5 100 0 -4.588 0.183 -5.033 -4.576 -4.211
factor(category_id)-16.5 100 0 -6.479 0.198 -7.022 -6.460 -6.049
factor(category_id)-15.5 100 0 -4.386 0.187 -4.914 -4.388 -3.904
factor(category_id)-14.5 100 0 -4.445 0.197 -4.915 -4.452 -3.998
factor(category_id)-13.5 100 0 -3.129 0.210 -3.559 -3.138 -2.670
factor(category_id)-12.5 100 0 -3.788 0.206 -4.201 -3.798 -3.347
factor(category_id)-11.5 100 0 -1.976 0.179 -2.367 -1.973 -1.447
factor(category_id)-10.5 100 0 -7.125 0.198 -7.602 -7.136 -6.587
factor(category_id)-9.5 100 0 -6.532 0.191 -6.902 -6.524 -6.116
factor(category_id)-8.5 100 0 -3.303 0.185 -3.864 -3.308 -2.778
factor(category_id)-7.5 100 0 -2.944 0.192 -3.549 -2.954 -2.429
factor(category_id)-6.5 100 0 -7.073 0.202 -7.657 -7.071 -6.445
factor(category_id)-5.5 100 0 -0.372 0.200 -0.832 -0.380 0.171
factor(category_id)-4.5 100 0 -2.565 0.192 -3.133 -2.560 -2.113
factor(category_id)-3.5 100 0 -3.288 0.198 -3.704 -3.300 -2.818
factor(category_id)-2.5 100 0 -5.045 0.204 -5.534 -5.034 -4.615
factor(category_id)-1.5 100 0 -7.264 0.189 -7.729 -7.245 -6.934
factor(category_id)-0.5 100 0 -5.121 0.184 -5.660 -5.107 -4.736
factor(category_id)0.5 100 0 -2.462 0.197 -3.015 -2.440 -2.068
factor(category_id)1.5 100 0 -4.452 0.205 -4.893 -4.442 -3.902
factor(category_id)2.5 100 0 -1.860 0.190 -2.226 -1.852 -1.463
factor(category_id)3.5 100 0 -5.620 0.192 -6.096 -5.595 -5.071
factor(category_id)4.5 100 0 -3.807 0.192 -4.237 -3.809 -3.089
factor(category_id)5.5 100 0 -0.570 0.220 -1.238 -0.542 -0.114
factor(category_id)6.5 100 0 -2.200 0.203 -2.733 -2.227 -1.756
factor(category_id)7.5 100 0 -0.022 0.210 -0.528 -0.014 0.596
factor(category_id)8.5 100 0 -4.892 0.215 -5.394 -4.904 -4.421
factor(category_id)9.5 100 0 -3.779 0.205 -4.355 -3.770 -3.369
factor(category_id)10.5 100 0 -3.318 0.208 -3.774 -3.327 -2.817
factor(category_id)11.5 100 0 -5.890 0.207 -6.362 -5.881 -5.241
factor(category_id)12.5 100 0 -6.706 0.205 -7.379 -6.725 -6.268
factor(category_id)13.5 100 0 -4.900 0.199 -5.570 -4.886 -4.422
factor(category_id)14.5 100 0 -0.890 0.199 -1.417 -0.877 -0.386
factor(category_id)15.5 100 0 -6.306 0.204 -6.902 -6.295 -5.738
factor(category_id)16.5 100 0 -2.250 0.206 -2.820 -2.244 -1.789
factor(category_id)17.5 100 0 -2.651 0.206 -3.201 -2.620 -2.259
factor(category_id)18.5 100 0 -5.471 0.186 -5.903 -5.460 -4.918
factor(category_id)19.5 100 0 -3.381 0.196 -4.042 -3.388 -2.807
factor(category_id)20.5 100 0 -4.007 0.200 -4.499 -4.010 -3.437
factor(category_id)21.5 100 0 43.602 0.190 43.183 43.600 44.073

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 1
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-23.5 1
factor(category_id)-22.5 1
factor(category_id)-21.5 1
factor(category_id)-20.5 1
factor(category_id)-19.5 1
factor(category_id)-18.5 1
factor(category_id)-17.5 1
factor(category_id)-16.5 1
factor(category_id)-15.5 1
factor(category_id)-14.5 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(category_id)15.5 1
factor(category_id)16.5 1
factor(category_id)17.5 1
factor(category_id)18.5 1
factor(category_id)19.5 1
factor(category_id)20.5 1
factor(category_id)21.5 1
factor(category_id)22.5 1
factor(category_id)23.5 1
factor(category_id)24.5 1
factor(worker_id)-1:factor(category_id)-23.5 0.92
factor(worker_id)0:factor(category_id)-23.5 0
factor(worker_id)1:factor(category_id)-23.5 0
factor(worker_id)2:factor(category_id)-23.5 1
factor(worker_id)-1:factor(category_id)-22.5 0
factor(worker_id)0:factor(category_id)-22.5 0
factor(worker_id)1:factor(category_id)-22.5 0
factor(worker_id)2:factor(category_id)-22.5 0
factor(worker_id)-1:factor(category_id)-21.5 0.03
factor(worker_id)0:factor(category_id)-21.5 0
factor(worker_id)1:factor(category_id)-21.5 0
factor(worker_id)2:factor(category_id)-21.5 0.97
factor(worker_id)-1:factor(category_id)-20.5 0
factor(worker_id)0:factor(category_id)-20.5 0
factor(worker_id)1:factor(category_id)-20.5 0
factor(worker_id)2:factor(category_id)-20.5 0
factor(worker_id)-1:factor(category_id)-19.5 0
factor(worker_id)0:factor(category_id)-19.5 0
factor(worker_id)1:factor(category_id)-19.5 0
factor(worker_id)2:factor(category_id)-19.5 0
factor(worker_id)-1:factor(category_id)-18.5 0
factor(worker_id)0:factor(category_id)-18.5 0
factor(worker_id)1:factor(category_id)-18.5 0
factor(worker_id)2:factor(category_id)-18.5 0
factor(worker_id)-1:factor(category_id)-17.5 0
factor(worker_id)0:factor(category_id)-17.5 0
factor(worker_id)1:factor(category_id)-17.5 0
factor(worker_id)2:factor(category_id)-17.5 0
factor(worker_id)-1:factor(category_id)-16.5 0
factor(worker_id)0:factor(category_id)-16.5 0
factor(worker_id)1:factor(category_id)-16.5 0
factor(worker_id)2:factor(category_id)-16.5 0.16
factor(worker_id)-1:factor(category_id)-15.5 0
factor(worker_id)0:factor(category_id)-15.5 0
factor(worker_id)1:factor(category_id)-15.5 0
factor(worker_id)2:factor(category_id)-15.5 0.01
factor(worker_id)-1:factor(category_id)-14.5 0
factor(worker_id)0:factor(category_id)-14.5 0
factor(worker_id)1:factor(category_id)-14.5 0
factor(worker_id)2:factor(category_id)-14.5 0
factor(worker_id)-1:factor(category_id)-13.5 0
factor(worker_id)0:factor(category_id)-13.5 0
factor(worker_id)1:factor(category_id)-13.5 0
factor(worker_id)2:factor(category_id)-13.5 0
factor(worker_id)-1:factor(category_id)-12.5 0.63
factor(worker_id)0:factor(category_id)-12.5 0
factor(worker_id)1:factor(category_id)-12.5 0
factor(worker_id)2:factor(category_id)-12.5 0
factor(worker_id)-1:factor(category_id)-11.5 0
factor(worker_id)0:factor(category_id)-11.5 0
factor(worker_id)1:factor(category_id)-11.5 0
factor(worker_id)2:factor(category_id)-11.5 0
factor(worker_id)-1:factor(category_id)-10.5 0.01
factor(worker_id)0:factor(category_id)-10.5 0
factor(worker_id)1:factor(category_id)-10.5 0
factor(worker_id)2:factor(category_id)-10.5 0
factor(worker_id)-1:factor(category_id)-9.5 0.17
factor(worker_id)0:factor(category_id)-9.5 0
factor(worker_id)1:factor(category_id)-9.5 0
factor(worker_id)2:factor(category_id)-9.5 0
factor(worker_id)-1:factor(category_id)-8.5 1
factor(worker_id)0:factor(category_id)-8.5 0
factor(worker_id)1:factor(category_id)-8.5 0
factor(worker_id)2:factor(category_id)-8.5 0
factor(worker_id)-1:factor(category_id)-7.5 0
factor(worker_id)0:factor(category_id)-7.5 0.01
factor(worker_id)1:factor(category_id)-7.5 0.31
factor(worker_id)2:factor(category_id)-7.5 0.77
factor(worker_id)-1:factor(category_id)-6.5 0
factor(worker_id)0:factor(category_id)-6.5 0
factor(worker_id)1:factor(category_id)-6.5 0
factor(worker_id)2:factor(category_id)-6.5 0.02
factor(worker_id)-1:factor(category_id)-5.5 0
factor(worker_id)0:factor(category_id)-5.5 0
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 0
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0
factor(worker_id)2:factor(category_id)-4.5 0
factor(worker_id)-1:factor(category_id)-3.5 0
factor(worker_id)0:factor(category_id)-3.5 0
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 0
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 0
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 0
factor(worker_id)-1:factor(category_id)-1.5 1
factor(worker_id)0:factor(category_id)-1.5 0.36
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 1
factor(worker_id)-1:factor(category_id)-0.5 0.42
factor(worker_id)0:factor(category_id)-0.5 0
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 0
factor(worker_id)-1:factor(category_id)0.5 0
factor(worker_id)0:factor(category_id)0.5 0
factor(worker_id)1:factor(category_id)0.5 0
factor(worker_id)2:factor(category_id)0.5 0
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0
factor(worker_id)-1:factor(category_id)3.5 1
factor(worker_id)0:factor(category_id)3.5 0
factor(worker_id)1:factor(category_id)3.5 0
factor(worker_id)2:factor(category_id)3.5 0.99
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 0
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 0
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 0
factor(worker_id)1:factor(category_id)5.5 0
factor(worker_id)2:factor(category_id)5.5 0
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 0
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 0
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 0
factor(worker_id)-1:factor(category_id)8.5 0
factor(worker_id)0:factor(category_id)8.5 0
factor(worker_id)1:factor(category_id)8.5 0
factor(worker_id)2:factor(category_id)8.5 0
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 0
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 0
factor(worker_id)-1:factor(category_id)10.5 0
factor(worker_id)0:factor(category_id)10.5 0
factor(worker_id)1:factor(category_id)10.5 0
factor(worker_id)2:factor(category_id)10.5 0
factor(worker_id)-1:factor(category_id)11.5 0
factor(worker_id)0:factor(category_id)11.5 0
factor(worker_id)1:factor(category_id)11.5 0
factor(worker_id)2:factor(category_id)11.5 0
factor(worker_id)-1:factor(category_id)12.5 1
factor(worker_id)0:factor(category_id)12.5 0.02
factor(worker_id)1:factor(category_id)12.5 0
factor(worker_id)2:factor(category_id)12.5 0.17
factor(worker_id)-1:factor(category_id)13.5 0
factor(worker_id)0:factor(category_id)13.5 0
factor(worker_id)1:factor(category_id)13.5 0
factor(worker_id)2:factor(category_id)13.5 0.03
factor(worker_id)-1:factor(category_id)14.5 0
factor(worker_id)0:factor(category_id)14.5 0
factor(worker_id)1:factor(category_id)14.5 0
factor(worker_id)2:factor(category_id)14.5 0
factor(worker_id)-1:factor(category_id)15.5 0.14
factor(worker_id)0:factor(category_id)15.5 0
factor(worker_id)1:factor(category_id)15.5 0
factor(worker_id)2:factor(category_id)15.5 1
factor(worker_id)-1:factor(category_id)16.5 0
factor(worker_id)0:factor(category_id)16.5 0
factor(worker_id)1:factor(category_id)16.5 0
factor(worker_id)2:factor(category_id)16.5 0
factor(worker_id)-1:factor(category_id)17.5 0
factor(worker_id)0:factor(category_id)17.5 0
factor(worker_id)1:factor(category_id)17.5 0
factor(worker_id)2:factor(category_id)17.5 0
factor(worker_id)-1:factor(category_id)18.5 0
factor(worker_id)0:factor(category_id)18.5 0
factor(worker_id)1:factor(category_id)18.5 0
factor(worker_id)2:factor(category_id)18.5 0.05
factor(worker_id)-1:factor(category_id)19.5 0
factor(worker_id)0:factor(category_id)19.5 0
factor(worker_id)1:factor(category_id)19.5 0
factor(worker_id)2:factor(category_id)19.5 0
factor(worker_id)-1:factor(category_id)20.5 0.23
factor(worker_id)0:factor(category_id)20.5 0
factor(worker_id)1:factor(category_id)20.5 0
factor(worker_id)2:factor(category_id)20.5 0
factor(worker_id)-1:factor(category_id)21.5 0
factor(worker_id)0:factor(category_id)21.5 0
factor(worker_id)1:factor(category_id)21.5 0
factor(worker_id)2:factor(category_id)21.5 1
factor(worker_id)-1:factor(category_id)22.5 0.06
factor(worker_id)0:factor(category_id)22.5 0
factor(worker_id)1:factor(category_id)22.5 0
factor(worker_id)2:factor(category_id)22.5 0.98
factor(worker_id)-1:factor(category_id)23.5 0
factor(worker_id)0:factor(category_id)23.5 0
factor(worker_id)1:factor(category_id)23.5 0
factor(worker_id)2:factor(category_id)23.5 0
factor(worker_id)-1:factor(category_id)24.5 0
factor(worker_id)0:factor(category_id)24.5 0
factor(worker_id)1:factor(category_id)24.5 0
factor(worker_id)2:factor(category_id)24.5 0.93

Significant match effect number = 13 out of 196

num_process = 100, num_simulation = 100

beta hat

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -25.974 0.097 -26.217 -25.967 -25.763
factor(worker_id)-1 100 0 1.310 0.144 0.920 1.331 1.648
factor(worker_id)0 100 0 0.573 0.159 0.270 0.552 1.036
factor(worker_id)1 100 0 3.841 0.141 3.503 3.844 4.120
factor(worker_id)2 100 0 2.180 0.132 1.851 2.189 2.545
factor(category_id)-23.5 100 0 -1.055 0.135 -1.386 -1.067 -0.683
factor(category_id)-22.5 100 0 2.880 0.131 2.548 2.871 3.150
factor(category_id)-21.5 100 0 2.275 0.123 2.019 2.276 2.627
factor(category_id)-20.5 100 0 3.583 0.132 3.326 3.575 3.976
factor(category_id)-19.5 100 0 3.096 0.131 2.838 3.088 3.405
factor(category_id)-18.5 100 0 5.544 0.136 5.232 5.557 5.855
factor(category_id)-17.5 100 0 6.728 0.148 6.414 6.724 7.101
factor(category_id)-16.5 100 0 6.508 0.158 6.146 6.502 6.881
factor(category_id)-15.5 100 0 8.744 0.127 8.477 8.752 9.045
factor(category_id)-14.5 100 0 8.413 0.144 8.138 8.418 8.827
factor(category_id)-13.5 100 0 10.391 0.146 9.915 10.398 10.756
factor(category_id)-12.5 100 0 12.656 0.162 12.317 12.640 13.120
factor(category_id)-11.5 100 0 11.296 0.134 11.012 11.278 11.787
factor(category_id)-10.5 100 0 11.930 0.146 11.593 11.938 12.292
factor(category_id)-9.5 100 0 14.961 0.134 14.642 14.948 15.309
factor(category_id)-8.5 100 0 15.168 0.128 14.847 15.173 15.446
factor(category_id)-7.5 100 0 16.463 0.130 16.126 16.449 16.796
factor(category_id)-6.5 100 0 17.283 0.132 16.938 17.271 17.669
factor(category_id)-5.5 100 0 18.089 0.131 17.842 18.091 18.495
factor(category_id)-4.5 100 0 19.976 0.151 19.632 19.973 20.364
factor(category_id)-3.5 100 0 21.151 0.135 20.918 21.147 21.597
factor(category_id)-2.5 100 0 20.727 0.140 20.422 20.718 21.114
factor(category_id)-1.5 100 0 24.805 0.144 24.388 24.799 25.181
factor(category_id)-0.5 100 0 21.798 0.143 21.441 21.784 22.132
factor(category_id)0.5 100 0 22.640 0.144 22.318 22.659 23.000
factor(category_id)1.5 100 0 26.286 0.146 25.870 26.280 26.625
factor(category_id)2.5 100 0 27.578 0.137 27.242 27.583 27.930
factor(category_id)3.5 100 0 27.206 0.151 26.806 27.212 27.566
factor(category_id)4.5 100 0 28.087 0.157 27.736 28.086 28.428
factor(category_id)5.5 100 0 28.387 0.139 28.089 28.392 28.717
factor(category_id)6.5 100 0 31.382 0.126 31.068 31.383 31.689
factor(category_id)7.5 100 0 32.190 0.132 31.878 32.179 32.519
factor(category_id)8.5 100 0 33.095 0.131 32.758 33.103 33.382
factor(category_id)9.5 100 0 33.895 0.148 33.591 33.885 34.268
factor(category_id)10.5 100 0 34.382 0.140 34.054 34.384 34.717
factor(category_id)11.5 100 0 36.627 0.126 36.386 36.630 36.943
factor(category_id)12.5 100 0 36.488 0.146 36.152 36.471 36.842
factor(category_id)13.5 100 0 38.199 0.135 37.893 38.195 38.577
factor(category_id)14.5 100 0 39.137 0.130 38.827 39.124 39.543
factor(category_id)15.5 100 0 41.462 0.140 41.105 41.458 41.808
factor(category_id)16.5 100 0 40.333 0.137 40.045 40.337 40.705
factor(category_id)17.5 100 0 41.193 0.123 40.929 41.185 41.551
factor(category_id)18.5 100 0 44.458 0.138 44.044 44.458 44.854
factor(category_id)19.5 100 0 42.955 0.132 42.659 42.961 43.305
factor(category_id)20.5 100 0 45.011 0.152 44.699 45.012 45.348
factor(category_id)21.5 100 0 45.093 0.148 44.735 45.087 45.561
factor(category_id)22.5 100 0 45.859 0.149 45.558 45.843 46.224
factor(category_id)23.5 100 0 48.652 0.142 48.333 48.657 48.974
factor(category_id)24.5 100 0 48.028 0.141 47.673 48.029 48.351
factor(worker_id)-1:factor(category_id)-23.5 100 0 1.060 0.196 0.455 1.082 1.547
factor(worker_id)0:factor(category_id)-23.5 100 0 3.543 0.210 3.003 3.544 4.050
factor(worker_id)1:factor(category_id)-23.5 100 0 -0.850 0.192 -1.227 -0.848 -0.444
factor(worker_id)2:factor(category_id)-23.5 100 0 4.424 0.188 4.036 4.439 4.920
factor(worker_id)-1:factor(category_id)-22.5 100 0 -3.152 0.182 -3.519 -3.160 -2.743
factor(worker_id)0:factor(category_id)-22.5 100 0 -0.133 0.233 -0.760 -0.146 0.483
factor(worker_id)1:factor(category_id)-22.5 100 0 -2.120 0.197 -2.578 -2.144 -1.669
factor(worker_id)2:factor(category_id)-22.5 100 0 0.507 0.194 -0.020 0.511 0.978
factor(worker_id)-1:factor(category_id)-21.5 100 0 -2.125 0.202 -2.613 -2.134 -1.651
factor(worker_id)0:factor(category_id)-21.5 100 0 -1.024 0.197 -1.459 -1.014 -0.598
factor(worker_id)1:factor(category_id)-21.5 100 0 0.939 0.166 0.574 0.923 1.455
factor(worker_id)2:factor(category_id)-21.5 100 0 1.991 0.190 1.562 1.984 2.443
factor(worker_id)-1:factor(category_id)-20.5 100 0 -0.723 0.200 -1.344 -0.711 -0.118
factor(worker_id)0:factor(category_id)-20.5 100 0 0.326 0.223 -0.312 0.342 0.779
factor(worker_id)1:factor(category_id)-20.5 100 0 -1.020 0.185 -1.466 -1.035 -0.494
factor(worker_id)2:factor(category_id)-20.5 100 0 0.983 0.185 0.598 0.999 1.439
factor(worker_id)-1:factor(category_id)-19.5 100 0 1.241 0.208 0.492 1.252 1.711
factor(worker_id)0:factor(category_id)-19.5 100 0 1.448 0.209 0.820 1.477 1.913
factor(worker_id)1:factor(category_id)-19.5 100 0 1.612 0.182 1.136 1.592 2.021
factor(worker_id)2:factor(category_id)-19.5 100 0 3.398 0.197 2.887 3.412 3.852
factor(worker_id)-1:factor(category_id)-18.5 100 0 0.519 0.187 0.099 0.506 1.024
factor(worker_id)0:factor(category_id)-18.5 100 0 2.507 0.216 1.787 2.503 3.067
factor(worker_id)1:factor(category_id)-18.5 100 0 -2.226 0.187 -2.647 -2.231 -1.711
factor(worker_id)2:factor(category_id)-18.5 100 0 1.093 0.207 0.582 1.090 1.666
factor(worker_id)-1:factor(category_id)-17.5 100 0 -0.203 0.209 -0.681 -0.203 0.202
factor(worker_id)0:factor(category_id)-17.5 100 0 1.071 0.231 0.280 1.088 1.569
factor(worker_id)1:factor(category_id)-17.5 100 0 -2.384 0.184 -2.799 -2.370 -1.974
factor(worker_id)2:factor(category_id)-17.5 100 0 1.665 0.196 1.155 1.652 2.141
factor(worker_id)-1:factor(category_id)-16.5 100 0 0.644 0.220 0.144 0.659 1.322
factor(worker_id)0:factor(category_id)-16.5 100 0 3.371 0.232 2.702 3.348 3.867
factor(worker_id)1:factor(category_id)-16.5 100 0 1.136 0.227 0.652 1.165 1.709
factor(worker_id)2:factor(category_id)-16.5 100 0 2.644 0.209 2.177 2.624 3.174
factor(worker_id)-1:factor(category_id)-15.5 100 0 -2.104 0.188 -2.511 -2.106 -1.641
factor(worker_id)0:factor(category_id)-15.5 100 0 0.381 0.187 -0.006 0.378 0.862
factor(worker_id)1:factor(category_id)-15.5 100 0 0.168 0.190 -0.271 0.157 0.654
factor(worker_id)2:factor(category_id)-15.5 100 0 0.397 0.168 -0.051 0.406 0.834
factor(worker_id)-1:factor(category_id)-14.5 100 0 3.631 0.210 3.009 3.600 4.153
factor(worker_id)0:factor(category_id)-14.5 100 0 3.332 0.208 2.811 3.340 3.748
factor(worker_id)1:factor(category_id)-14.5 100 0 1.646 0.208 1.134 1.671 2.140
factor(worker_id)2:factor(category_id)-14.5 100 0 2.340 0.192 1.881 2.346 2.843
factor(worker_id)-1:factor(category_id)-13.5 100 0 0.262 0.204 -0.336 0.254 0.734
factor(worker_id)0:factor(category_id)-13.5 100 0 0.973 0.222 0.409 0.987 1.437
factor(worker_id)1:factor(category_id)-13.5 100 0 -1.097 0.197 -1.610 -1.074 -0.500
factor(worker_id)2:factor(category_id)-13.5 100 0 2.299 0.213 1.904 2.287 2.881
factor(worker_id)-1:factor(category_id)-12.5 100 0 0.343 0.198 -0.152 0.320 0.747
factor(worker_id)0:factor(category_id)-12.5 100 0 -1.012 0.212 -1.616 -0.998 -0.630
factor(worker_id)1:factor(category_id)-12.5 100 0 1.352 0.208 0.889 1.358 1.972
factor(worker_id)2:factor(category_id)-12.5 100 0 -0.063 0.227 -0.600 -0.040 0.330
factor(worker_id)-1:factor(category_id)-11.5 100 0 0.423 0.187 -0.024 0.423 0.958
factor(worker_id)0:factor(category_id)-11.5 100 0 3.301 0.192 2.747 3.317 3.705
factor(worker_id)1:factor(category_id)-11.5 100 0 1.181 0.192 0.707 1.169 1.654
factor(worker_id)2:factor(category_id)-11.5 100 0 2.365 0.187 1.876 2.374 2.901
factor(worker_id)-1:factor(category_id)-10.5 100 0 2.141 0.204 1.661 2.122 2.734
factor(worker_id)0:factor(category_id)-10.5 100 0 3.662 0.219 3.028 3.691 4.148
factor(worker_id)1:factor(category_id)-10.5 100 0 -1.886 0.237 -2.362 -1.879 -1.250
factor(worker_id)2:factor(category_id)-10.5 100 0 3.538 0.204 3.013 3.519 4.138
factor(worker_id)-1:factor(category_id)-9.5 100 0 -2.177 0.205 -2.668 -2.171 -1.640
factor(worker_id)0:factor(category_id)-9.5 100 0 0.369 0.205 -0.191 0.391 0.832
factor(worker_id)1:factor(category_id)-9.5 100 0 -1.323 0.215 -1.820 -1.339 -0.861
factor(worker_id)2:factor(category_id)-9.5 100 0 0.622 0.183 0.185 0.620 1.098
factor(worker_id)-1:factor(category_id)-8.5 100 0 -0.885 0.181 -1.318 -0.896 -0.407
factor(worker_id)0:factor(category_id)-8.5 100 0 1.235 0.200 0.687 1.229 1.680
factor(worker_id)1:factor(category_id)-8.5 100 0 -0.741 0.206 -1.193 -0.745 -0.265
factor(worker_id)2:factor(category_id)-8.5 100 0 2.646 0.189 2.099 2.620 3.102
factor(worker_id)-1:factor(category_id)-7.5 100 0 -0.999 0.187 -1.432 -0.992 -0.572
factor(worker_id)0:factor(category_id)-7.5 100 0 1.365 0.223 0.803 1.389 1.808
factor(worker_id)1:factor(category_id)-7.5 100 0 -1.573 0.201 -1.990 -1.594 -1.120
factor(worker_id)2:factor(category_id)-7.5 100 0 0.372 0.183 -0.009 0.391 0.899
factor(worker_id)-1:factor(category_id)-6.5 100 0 -0.993 0.197 -1.449 -1.004 -0.391
factor(worker_id)0:factor(category_id)-6.5 100 0 2.298 0.206 1.783 2.294 2.859
factor(worker_id)1:factor(category_id)-6.5 100 0 -1.669 0.200 -2.251 -1.670 -1.197
factor(worker_id)2:factor(category_id)-6.5 100 0 2.485 0.177 1.984 2.492 3.108
factor(worker_id)-1:factor(category_id)-5.5 100 0 0.993 0.214 0.518 0.960 1.624
factor(worker_id)0:factor(category_id)-5.5 100 0 1.132 0.200 0.652 1.160 1.662
factor(worker_id)1:factor(category_id)-5.5 100 0 -1.129 0.194 -1.617 -1.125 -0.605
factor(worker_id)2:factor(category_id)-5.5 100 0 2.020 0.186 1.444 2.007 2.432
factor(worker_id)-1:factor(category_id)-4.5 100 0 -1.717 0.201 -2.356 -1.729 -1.010
factor(worker_id)0:factor(category_id)-4.5 100 0 -0.212 0.222 -0.711 -0.213 0.246
factor(worker_id)1:factor(category_id)-4.5 100 0 -1.513 0.208 -2.006 -1.509 -0.955
factor(worker_id)2:factor(category_id)-4.5 100 0 0.947 0.200 0.506 0.931 1.385
factor(worker_id)-1:factor(category_id)-3.5 100 0 0.670 0.209 0.140 0.663 1.169
factor(worker_id)0:factor(category_id)-3.5 100 0 2.210 0.225 1.598 2.224 2.647
factor(worker_id)1:factor(category_id)-3.5 100 0 -1.148 0.204 -1.857 -1.151 -0.718
factor(worker_id)2:factor(category_id)-3.5 100 0 1.218 0.213 0.636 1.211 1.697
factor(worker_id)-1:factor(category_id)-2.5 100 0 -1.102 0.223 -1.593 -1.103 -0.579
factor(worker_id)0:factor(category_id)-2.5 100 0 1.632 0.202 1.109 1.644 2.050
factor(worker_id)1:factor(category_id)-2.5 100 0 -0.561 0.198 -0.961 -0.557 -0.132
factor(worker_id)2:factor(category_id)-2.5 100 0 3.681 0.193 3.218 3.663 4.141
factor(worker_id)-1:factor(category_id)-1.5 100 0 -3.189 0.206 -3.608 -3.202 -2.570
factor(worker_id)0:factor(category_id)-1.5 100 0 -1.221 0.212 -1.745 -1.209 -0.597
factor(worker_id)1:factor(category_id)-1.5 100 0 -2.395 0.209 -2.810 -2.389 -1.797
factor(worker_id)2:factor(category_id)-1.5 100 0 -0.935 0.181 -1.558 -0.946 -0.506
factor(worker_id)-1:factor(category_id)-0.5 100 0 3.706 0.223 3.142 3.739 4.339
factor(worker_id)0:factor(category_id)-0.5 100 0 3.707 0.187 3.245 3.718 4.067
factor(worker_id)1:factor(category_id)-0.5 100 0 -0.533 0.221 -1.042 -0.509 -0.089
factor(worker_id)2:factor(category_id)-0.5 100 0 3.760 0.202 3.176 3.746 4.245
factor(worker_id)-1:factor(category_id)0.5 100 0 0.347 0.198 -0.190 0.332 1.076
factor(worker_id)0:factor(category_id)0.5 100 0 2.317 0.236 1.551 2.370 2.790
factor(worker_id)1:factor(category_id)0.5 100 0 0.307 0.197 -0.133 0.309 0.771
factor(worker_id)2:factor(category_id)0.5 100 0 2.073 0.203 1.459 2.025 2.653
factor(worker_id)-1:factor(category_id)1.5 100 0 -1.508 0.212 -1.992 -1.515 -0.979
factor(worker_id)0:factor(category_id)1.5 100 0 0.091 0.229 -0.405 0.092 0.599
factor(worker_id)1:factor(category_id)1.5 100 0 -2.230 0.206 -2.652 -2.250 -1.633
factor(worker_id)2:factor(category_id)1.5 100 0 -0.416 0.199 -0.835 -0.423 0.168
factor(worker_id)-1:factor(category_id)2.5 100 0 -0.772 0.195 -1.240 -0.783 -0.334
factor(worker_id)0:factor(category_id)2.5 100 0 0.307 0.216 -0.267 0.304 0.787
factor(worker_id)1:factor(category_id)2.5 100 0 -2.032 0.200 -2.636 -2.055 -1.621
factor(worker_id)2:factor(category_id)2.5 100 0 0.285 0.190 -0.100 0.273 0.786
factor(worker_id)-1:factor(category_id)3.5 100 0 -0.280 0.215 -0.788 -0.308 0.224
factor(worker_id)0:factor(category_id)3.5 100 0 1.976 0.221 1.463 2.012 2.502
factor(worker_id)1:factor(category_id)3.5 100 0 0.072 0.204 -0.333 0.035 0.594
factor(worker_id)2:factor(category_id)3.5 100 0 1.674 0.193 1.201 1.672 2.192
factor(worker_id)-1:factor(category_id)4.5 100 0 -0.878 0.197 -1.388 -0.866 -0.405
factor(worker_id)0:factor(category_id)4.5 100 0 1.922 0.213 1.463 1.934 2.438
factor(worker_id)1:factor(category_id)4.5 100 0 -1.193 0.211 -1.647 -1.204 -0.743
factor(worker_id)2:factor(category_id)4.5 100 0 3.314 0.219 2.674 3.332 3.868
factor(worker_id)-1:factor(category_id)5.5 100 0 -1.262 0.191 -1.614 -1.277 -0.805
factor(worker_id)0:factor(category_id)5.5 100 0 3.683 0.196 3.217 3.671 4.088
factor(worker_id)1:factor(category_id)5.5 100 0 0.442 0.202 -0.038 0.454 1.001
factor(worker_id)2:factor(category_id)5.5 100 0 2.027 0.211 1.611 2.014 2.679
factor(worker_id)-1:factor(category_id)6.5 100 0 -0.638 0.197 -1.146 -0.646 -0.205
factor(worker_id)0:factor(category_id)6.5 100 0 1.337 0.201 0.913 1.345 1.904
factor(worker_id)1:factor(category_id)6.5 100 0 -1.876 0.186 -2.260 -1.899 -1.423
factor(worker_id)2:factor(category_id)6.5 100 0 0.898 0.189 0.319 0.906 1.335
factor(worker_id)-1:factor(category_id)7.5 100 0 -2.790 0.190 -3.220 -2.792 -2.305
factor(worker_id)0:factor(category_id)7.5 100 0 1.121 0.201 0.575 1.125 1.608
factor(worker_id)1:factor(category_id)7.5 100 0 -1.949 0.210 -2.464 -1.972 -1.476
factor(worker_id)2:factor(category_id)7.5 100 0 2.344 0.165 1.971 2.349 2.724
factor(worker_id)-1:factor(category_id)8.5 100 0 0.093 0.205 -0.391 0.079 0.635
factor(worker_id)0:factor(category_id)8.5 100 0 0.786 0.204 0.300 0.788 1.340
factor(worker_id)1:factor(category_id)8.5 100 0 -3.381 0.188 -3.883 -3.389 -2.818
factor(worker_id)2:factor(category_id)8.5 100 0 1.471 0.183 0.936 1.468 2.019
factor(worker_id)-1:factor(category_id)9.5 100 0 -0.635 0.186 -1.135 -0.647 -0.201
factor(worker_id)0:factor(category_id)9.5 100 0 2.204 0.241 1.661 2.193 2.751
factor(worker_id)1:factor(category_id)9.5 100 0 -2.487 0.202 -3.117 -2.478 -2.077
factor(worker_id)2:factor(category_id)9.5 100 0 2.384 0.199 1.842 2.378 2.808
factor(worker_id)-1:factor(category_id)10.5 100 0 -0.372 0.195 -0.849 -0.389 0.159
factor(worker_id)0:factor(category_id)10.5 100 0 2.412 0.237 1.664 2.421 3.054
factor(worker_id)1:factor(category_id)10.5 100 0 0.565 0.196 0.161 0.558 1.066
factor(worker_id)2:factor(category_id)10.5 100 0 3.246 0.201 2.593 3.256 3.689
factor(worker_id)-1:factor(category_id)11.5 100 0 -1.945 0.188 -2.352 -1.932 -1.485
factor(worker_id)0:factor(category_id)11.5 100 0 -0.091 0.211 -0.602 -0.078 0.344
factor(worker_id)1:factor(category_id)11.5 100 0 -1.743 0.202 -2.178 -1.751 -1.061
factor(worker_id)2:factor(category_id)11.5 100 0 0.221 0.196 -0.202 0.199 0.852
factor(worker_id)-1:factor(category_id)12.5 100 0 0.416 0.201 -0.167 0.431 1.060
factor(worker_id)0:factor(category_id)12.5 100 0 0.706 0.211 0.166 0.730 1.186
factor(worker_id)1:factor(category_id)12.5 100 0 0.194 0.216 -0.325 0.174 0.751
factor(worker_id)2:factor(category_id)12.5 100 0 1.244 0.172 0.775 1.241 1.591
factor(worker_id)-1:factor(category_id)13.5 100 0 -0.609 0.175 -0.963 -0.617 -0.195
factor(worker_id)0:factor(category_id)13.5 100 0 -0.524 0.215 -1.011 -0.541 0.079
factor(worker_id)1:factor(category_id)13.5 100 0 -1.590 0.202 -2.047 -1.609 -1.106
factor(worker_id)2:factor(category_id)13.5 100 0 0.757 0.173 0.257 0.760 1.168
factor(worker_id)-1:factor(category_id)14.5 100 0 -2.249 0.200 -2.736 -2.242 -1.724
factor(worker_id)0:factor(category_id)14.5 100 0 -0.003 0.204 -0.629 0.024 0.463
factor(worker_id)1:factor(category_id)14.5 100 0 -0.938 0.201 -1.512 -0.931 -0.541
factor(worker_id)2:factor(category_id)14.5 100 0 1.639 0.194 1.112 1.653 2.033
factor(worker_id)-1:factor(category_id)15.5 100 0 -2.530 0.203 -3.002 -2.532 -2.014
factor(worker_id)0:factor(category_id)15.5 100 0 0.216 0.214 -0.345 0.227 0.675
factor(worker_id)1:factor(category_id)15.5 100 0 -2.544 0.209 -3.000 -2.573 -1.936
factor(worker_id)2:factor(category_id)15.5 100 0 -1.675 0.209 -2.168 -1.665 -1.094
factor(worker_id)-1:factor(category_id)16.5 100 0 1.003 0.203 0.555 1.012 1.509
factor(worker_id)0:factor(category_id)16.5 100 0 1.188 0.210 0.447 1.212 1.780
factor(worker_id)1:factor(category_id)16.5 100 0 -0.053 0.204 -0.475 -0.069 0.460
factor(worker_id)2:factor(category_id)16.5 100 0 3.340 0.207 2.894 3.320 3.967
factor(worker_id)-1:factor(category_id)17.5 100 0 1.126 0.194 0.699 1.129 1.587
factor(worker_id)0:factor(category_id)17.5 100 0 3.167 0.203 2.643 3.192 3.549
factor(worker_id)1:factor(category_id)17.5 100 0 -2.203 0.206 -2.655 -2.210 -1.684
factor(worker_id)2:factor(category_id)17.5 100 0 2.271 0.174 1.831 2.278 2.599
factor(worker_id)-1:factor(category_id)18.5 100 0 -2.783 0.210 -3.434 -2.816 -2.201
factor(worker_id)0:factor(category_id)18.5 100 0 0.181 0.200 -0.331 0.208 0.778
factor(worker_id)1:factor(category_id)18.5 100 0 -1.106 0.193 -1.675 -1.124 -0.511
factor(worker_id)2:factor(category_id)18.5 100 0 0.893 0.195 0.294 0.881 1.414
factor(worker_id)-1:factor(category_id)19.5 100 0 0.918 0.208 0.376 0.910 1.454
factor(worker_id)0:factor(category_id)19.5 100 0 1.677 0.199 1.204 1.681 2.075
factor(worker_id)1:factor(category_id)19.5 100 0 -0.199 0.179 -0.529 -0.194 0.203
factor(worker_id)2:factor(category_id)19.5 100 0 2.975 0.189 2.395 2.967 3.406
factor(worker_id)-1:factor(category_id)20.5 100 0 1.121 0.234 0.671 1.124 1.764
factor(worker_id)0:factor(category_id)20.5 100 0 0.320 0.218 -0.201 0.360 0.817
factor(worker_id)1:factor(category_id)20.5 100 0 -2.088 0.198 -2.574 -2.067 -1.614
factor(worker_id)2:factor(category_id)20.5 100 0 0.466 0.191 -0.051 0.484 1.007
factor(worker_id)-1:factor(category_id)21.5 100 0 1.576 0.184 1.061 1.581 2.006
factor(worker_id)0:factor(category_id)21.5 100 0 0.798 0.216 0.322 0.790 1.364
factor(worker_id)1:factor(category_id)21.5 100 0 -0.282 0.217 -0.805 -0.288 0.382
factor(worker_id)2:factor(category_id)21.5 100 0 1.746 0.200 1.289 1.762 2.320
factor(worker_id)-1:factor(category_id)22.5 100 0 0.070 0.178 -0.344 0.055 0.534
factor(worker_id)0:factor(category_id)22.5 100 0 2.477 0.207 1.965 2.491 2.923
factor(worker_id)1:factor(category_id)22.5 100 0 1.408 0.173 1.008 1.392 1.797
factor(worker_id)2:factor(category_id)22.5 100 0 3.156 0.193 2.738 3.150 3.660
factor(worker_id)-1:factor(category_id)23.5 100 0 -1.124 0.187 -1.576 -1.131 -0.510
factor(worker_id)0:factor(category_id)23.5 100 0 1.138 0.206 0.565 1.147 1.638
factor(worker_id)1:factor(category_id)23.5 100 0 -1.476 0.198 -1.947 -1.493 -0.964
factor(worker_id)2:factor(category_id)23.5 100 0 0.812 0.202 0.290 0.823 1.326
factor(worker_id)-1:factor(category_id)24.5 100 0 -0.285 0.199 -0.773 -0.288 0.231
factor(worker_id)0:factor(category_id)24.5 100 0 1.303 0.194 0.651 1.310 1.681
factor(worker_id)1:factor(category_id)24.5 100 0 -1.238 0.200 -1.739 -1.255 -0.830
factor(worker_id)2:factor(category_id)24.5 100 0 2.878 0.199 2.335 2.862 3.383

Bias

Unique Missing Pct. Mean SD Min Median Max
(Intercept) 100 0 -28.526 0.097 -28.769 -28.519 -28.315
factor(worker_id)-1 100 0 -0.493 0.144 -0.883 -0.472 -0.155
factor(worker_id)0 100 0 0.646 0.159 0.342 0.624 1.109
factor(worker_id)1 100 0 1.276 0.141 0.938 1.279 1.555
factor(worker_id)2 100 0 -2.841 0.132 -3.170 -2.832 -2.475
factor(category_id)-23.5 100 0 -5.433 0.135 -5.765 -5.446 -5.061
factor(category_id)-22.5 100 0 -3.669 0.131 -4.001 -3.678 -3.399
factor(category_id)-21.5 100 0 -2.853 0.123 -3.109 -2.852 -2.501
factor(category_id)-20.5 100 0 -2.576 0.132 -2.833 -2.584 -2.184
factor(category_id)-19.5 100 0 -6.361 0.131 -6.618 -6.368 -6.052
factor(category_id)-18.5 100 0 -5.180 0.136 -5.492 -5.167 -4.869
factor(category_id)-17.5 100 0 -5.139 0.148 -5.453 -5.143 -4.766
factor(category_id)-16.5 100 0 -4.612 0.158 -4.974 -4.618 -4.239
factor(category_id)-15.5 100 0 -7.066 0.127 -7.333 -7.058 -6.765
factor(category_id)-14.5 100 0 -5.889 0.144 -6.163 -5.883 -5.474
factor(category_id)-13.5 100 0 -1.465 0.146 -1.941 -1.457 -1.099
factor(category_id)-12.5 100 0 -2.811 0.162 -3.151 -2.828 -2.347
factor(category_id)-11.5 100 0 -4.946 0.134 -5.230 -4.964 -4.455
factor(category_id)-10.5 100 0 -4.785 0.146 -5.122 -4.777 -4.423
factor(category_id)-9.5 100 0 -2.441 0.134 -2.760 -2.454 -2.094
factor(category_id)-8.5 100 0 -3.619 0.128 -3.940 -3.613 -3.341
factor(category_id)-7.5 100 0 -3.803 0.130 -4.140 -3.817 -3.470
factor(category_id)-6.5 100 0 -4.531 0.132 -4.876 -4.542 -4.144
factor(category_id)-5.5 100 0 -3.920 0.131 -4.166 -3.918 -3.513
factor(category_id)-4.5 100 0 -4.231 0.151 -4.574 -4.233 -3.843
factor(category_id)-3.5 100 0 -1.933 0.135 -2.166 -1.937 -1.487
factor(category_id)-2.5 100 0 -4.028 0.140 -4.333 -4.037 -3.641
factor(category_id)-1.5 100 0 -1.053 0.144 -1.470 -1.059 -0.677
factor(category_id)-0.5 100 0 -5.568 0.143 -5.925 -5.582 -5.233
factor(category_id)0.5 100 0 -6.446 0.144 -6.768 -6.426 -6.086
factor(category_id)1.5 100 0 -2.440 0.146 -2.855 -2.445 -2.100
factor(category_id)2.5 100 0 -3.072 0.137 -3.408 -3.067 -2.720
factor(category_id)3.5 100 0 -4.115 0.151 -4.516 -4.110 -3.756
factor(category_id)4.5 100 0 -3.962 0.157 -4.312 -3.963 -3.620
factor(category_id)5.5 100 0 -3.147 0.139 -3.445 -3.142 -2.818
factor(category_id)6.5 100 0 -1.840 0.126 -2.154 -1.838 -1.533
factor(category_id)7.5 100 0 -4.565 0.132 -4.877 -4.576 -4.236
factor(category_id)8.5 100 0 -3.621 0.131 -3.958 -3.613 -3.334
factor(category_id)9.5 100 0 -4.601 0.148 -4.906 -4.612 -4.229
factor(category_id)10.5 100 0 -4.037 0.140 -4.365 -4.035 -3.702
factor(category_id)11.5 100 0 -3.393 0.126 -3.635 -3.390 -3.077
factor(category_id)12.5 100 0 -4.260 0.146 -4.596 -4.276 -3.905
factor(category_id)13.5 100 0 -3.889 0.135 -4.194 -3.892 -3.510
factor(category_id)14.5 100 0 -1.666 0.130 -1.976 -1.679 -1.260
factor(category_id)15.5 100 0 -3.719 0.140 -4.076 -3.724 -3.374
factor(category_id)16.5 100 0 -4.245 0.137 -4.532 -4.240 -3.872
factor(category_id)17.5 100 0 -3.541 0.123 -3.804 -3.548 -3.182
factor(category_id)18.5 100 0 -2.153 0.138 -2.567 -2.152 -1.756
factor(category_id)19.5 100 0 -6.150 0.132 -6.446 -6.143 -5.800
factor(category_id)20.5 100 0 -3.985 0.152 -4.297 -3.984 -3.648
factor(category_id)21.5 100 0 45.486 0.148 45.129 45.481 45.954

Power

coefficient rejection_probability
(Intercept) 0
factor(worker_id)-1 1
factor(worker_id)0 0.98
factor(worker_id)1 1
factor(worker_id)2 1
factor(category_id)-23.5 0
factor(category_id)-22.5 1
factor(category_id)-21.5 1
factor(category_id)-20.5 1
factor(category_id)-19.5 1
factor(category_id)-18.5 1
factor(category_id)-17.5 1
factor(category_id)-16.5 1
factor(category_id)-15.5 1
factor(category_id)-14.5 1
factor(category_id)-13.5 1
factor(category_id)-12.5 1
factor(category_id)-11.5 1
factor(category_id)-10.5 1
factor(category_id)-9.5 1
factor(category_id)-8.5 1
factor(category_id)-7.5 1
factor(category_id)-6.5 1
factor(category_id)-5.5 1
factor(category_id)-4.5 1
factor(category_id)-3.5 1
factor(category_id)-2.5 1
factor(category_id)-1.5 1
factor(category_id)-0.5 1
factor(category_id)0.5 1
factor(category_id)1.5 1
factor(category_id)2.5 1
factor(category_id)3.5 1
factor(category_id)4.5 1
factor(category_id)5.5 1
factor(category_id)6.5 1
factor(category_id)7.5 1
factor(category_id)8.5 1
factor(category_id)9.5 1
factor(category_id)10.5 1
factor(category_id)11.5 1
factor(category_id)12.5 1
factor(category_id)13.5 1
factor(category_id)14.5 1
factor(category_id)15.5 1
factor(category_id)16.5 1
factor(category_id)17.5 1
factor(category_id)18.5 1
factor(category_id)19.5 1
factor(category_id)20.5 1
factor(category_id)21.5 1
factor(category_id)22.5 1
factor(category_id)23.5 1
factor(category_id)24.5 1
factor(worker_id)-1:factor(category_id)-23.5 1
factor(worker_id)0:factor(category_id)-23.5 1
factor(worker_id)1:factor(category_id)-23.5 0
factor(worker_id)2:factor(category_id)-23.5 1
factor(worker_id)-1:factor(category_id)-22.5 0
factor(worker_id)0:factor(category_id)-22.5 0.01
factor(worker_id)1:factor(category_id)-22.5 0
factor(worker_id)2:factor(category_id)-22.5 0.74
factor(worker_id)-1:factor(category_id)-21.5 0
factor(worker_id)0:factor(category_id)-21.5 0
factor(worker_id)1:factor(category_id)-21.5 1
factor(worker_id)2:factor(category_id)-21.5 1
factor(worker_id)-1:factor(category_id)-20.5 0
factor(worker_id)0:factor(category_id)-20.5 0.36
factor(worker_id)1:factor(category_id)-20.5 0
factor(worker_id)2:factor(category_id)-20.5 1
factor(worker_id)-1:factor(category_id)-19.5 1
factor(worker_id)0:factor(category_id)-19.5 1
factor(worker_id)1:factor(category_id)-19.5 1
factor(worker_id)2:factor(category_id)-19.5 1
factor(worker_id)-1:factor(category_id)-18.5 0.75
factor(worker_id)0:factor(category_id)-18.5 1
factor(worker_id)1:factor(category_id)-18.5 0
factor(worker_id)2:factor(category_id)-18.5 1
factor(worker_id)-1:factor(category_id)-17.5 0
factor(worker_id)0:factor(category_id)-17.5 0.99
factor(worker_id)1:factor(category_id)-17.5 0
factor(worker_id)2:factor(category_id)-17.5 1
factor(worker_id)-1:factor(category_id)-16.5 0.84
factor(worker_id)0:factor(category_id)-16.5 1
factor(worker_id)1:factor(category_id)-16.5 1
factor(worker_id)2:factor(category_id)-16.5 1
factor(worker_id)-1:factor(category_id)-15.5 0
factor(worker_id)0:factor(category_id)-15.5 0.46
factor(worker_id)1:factor(category_id)-15.5 0.13
factor(worker_id)2:factor(category_id)-15.5 0.52
factor(worker_id)-1:factor(category_id)-14.5 1
factor(worker_id)0:factor(category_id)-14.5 1
factor(worker_id)1:factor(category_id)-14.5 1
factor(worker_id)2:factor(category_id)-14.5 1
factor(worker_id)-1:factor(category_id)-13.5 0.29
factor(worker_id)0:factor(category_id)-13.5 1
factor(worker_id)1:factor(category_id)-13.5 0
factor(worker_id)2:factor(category_id)-13.5 1
factor(worker_id)-1:factor(category_id)-12.5 0.36
factor(worker_id)0:factor(category_id)-12.5 0
factor(worker_id)1:factor(category_id)-12.5 1
factor(worker_id)2:factor(category_id)-12.5 0
factor(worker_id)-1:factor(category_id)-11.5 0.54
factor(worker_id)0:factor(category_id)-11.5 1
factor(worker_id)1:factor(category_id)-11.5 1
factor(worker_id)2:factor(category_id)-11.5 1
factor(worker_id)-1:factor(category_id)-10.5 1
factor(worker_id)0:factor(category_id)-10.5 1
factor(worker_id)1:factor(category_id)-10.5 0
factor(worker_id)2:factor(category_id)-10.5 1
factor(worker_id)-1:factor(category_id)-9.5 0
factor(worker_id)0:factor(category_id)-9.5 0.5
factor(worker_id)1:factor(category_id)-9.5 0
factor(worker_id)2:factor(category_id)-9.5 0.89
factor(worker_id)-1:factor(category_id)-8.5 0
factor(worker_id)0:factor(category_id)-8.5 1
factor(worker_id)1:factor(category_id)-8.5 0
factor(worker_id)2:factor(category_id)-8.5 1
factor(worker_id)-1:factor(category_id)-7.5 0
factor(worker_id)0:factor(category_id)-7.5 1
factor(worker_id)1:factor(category_id)-7.5 0
factor(worker_id)2:factor(category_id)-7.5 0.49
factor(worker_id)-1:factor(category_id)-6.5 0
factor(worker_id)0:factor(category_id)-6.5 1
factor(worker_id)1:factor(category_id)-6.5 0
factor(worker_id)2:factor(category_id)-6.5 1
factor(worker_id)-1:factor(category_id)-5.5 1
factor(worker_id)0:factor(category_id)-5.5 1
factor(worker_id)1:factor(category_id)-5.5 0
factor(worker_id)2:factor(category_id)-5.5 1
factor(worker_id)-1:factor(category_id)-4.5 0
factor(worker_id)0:factor(category_id)-4.5 0
factor(worker_id)1:factor(category_id)-4.5 0
factor(worker_id)2:factor(category_id)-4.5 1
factor(worker_id)-1:factor(category_id)-3.5 0.91
factor(worker_id)0:factor(category_id)-3.5 1
factor(worker_id)1:factor(category_id)-3.5 0
factor(worker_id)2:factor(category_id)-3.5 1
factor(worker_id)-1:factor(category_id)-2.5 0
factor(worker_id)0:factor(category_id)-2.5 1
factor(worker_id)1:factor(category_id)-2.5 0
factor(worker_id)2:factor(category_id)-2.5 1
factor(worker_id)-1:factor(category_id)-1.5 0
factor(worker_id)0:factor(category_id)-1.5 0
factor(worker_id)1:factor(category_id)-1.5 0
factor(worker_id)2:factor(category_id)-1.5 0
factor(worker_id)-1:factor(category_id)-0.5 1
factor(worker_id)0:factor(category_id)-0.5 1
factor(worker_id)1:factor(category_id)-0.5 0
factor(worker_id)2:factor(category_id)-0.5 1
factor(worker_id)-1:factor(category_id)0.5 0.37
factor(worker_id)0:factor(category_id)0.5 1
factor(worker_id)1:factor(category_id)0.5 0.31
factor(worker_id)2:factor(category_id)0.5 1
factor(worker_id)-1:factor(category_id)1.5 0
factor(worker_id)0:factor(category_id)1.5 0.09
factor(worker_id)1:factor(category_id)1.5 0
factor(worker_id)2:factor(category_id)1.5 0
factor(worker_id)-1:factor(category_id)2.5 0
factor(worker_id)0:factor(category_id)2.5 0.35
factor(worker_id)1:factor(category_id)2.5 0
factor(worker_id)2:factor(category_id)2.5 0.31
factor(worker_id)-1:factor(category_id)3.5 0
factor(worker_id)0:factor(category_id)3.5 1
factor(worker_id)1:factor(category_id)3.5 0.08
factor(worker_id)2:factor(category_id)3.5 1
factor(worker_id)-1:factor(category_id)4.5 0
factor(worker_id)0:factor(category_id)4.5 1
factor(worker_id)1:factor(category_id)4.5 0
factor(worker_id)2:factor(category_id)4.5 1
factor(worker_id)-1:factor(category_id)5.5 0
factor(worker_id)0:factor(category_id)5.5 1
factor(worker_id)1:factor(category_id)5.5 0.59
factor(worker_id)2:factor(category_id)5.5 1
factor(worker_id)-1:factor(category_id)6.5 0
factor(worker_id)0:factor(category_id)6.5 1
factor(worker_id)1:factor(category_id)6.5 0
factor(worker_id)2:factor(category_id)6.5 0.99
factor(worker_id)-1:factor(category_id)7.5 0
factor(worker_id)0:factor(category_id)7.5 1
factor(worker_id)1:factor(category_id)7.5 0
factor(worker_id)2:factor(category_id)7.5 1
factor(worker_id)-1:factor(category_id)8.5 0.07
factor(worker_id)0:factor(category_id)8.5 0.96
factor(worker_id)1:factor(category_id)8.5 0
factor(worker_id)2:factor(category_id)8.5 1
factor(worker_id)-1:factor(category_id)9.5 0
factor(worker_id)0:factor(category_id)9.5 1
factor(worker_id)1:factor(category_id)9.5 0
factor(worker_id)2:factor(category_id)9.5 1
factor(worker_id)-1:factor(category_id)10.5 0
factor(worker_id)0:factor(category_id)10.5 1
factor(worker_id)1:factor(category_id)10.5 0.83
factor(worker_id)2:factor(category_id)10.5 1
factor(worker_id)-1:factor(category_id)11.5 0
factor(worker_id)0:factor(category_id)11.5 0
factor(worker_id)1:factor(category_id)11.5 0
factor(worker_id)2:factor(category_id)11.5 0.17
factor(worker_id)-1:factor(category_id)12.5 0.57
factor(worker_id)0:factor(category_id)12.5 0.93
factor(worker_id)1:factor(category_id)12.5 0.18
factor(worker_id)2:factor(category_id)12.5 1
factor(worker_id)-1:factor(category_id)13.5 0
factor(worker_id)0:factor(category_id)13.5 0
factor(worker_id)1:factor(category_id)13.5 0
factor(worker_id)2:factor(category_id)13.5 0.98
factor(worker_id)-1:factor(category_id)14.5 0
factor(worker_id)0:factor(category_id)14.5 0.01
factor(worker_id)1:factor(category_id)14.5 0
factor(worker_id)2:factor(category_id)14.5 1
factor(worker_id)-1:factor(category_id)15.5 0
factor(worker_id)0:factor(category_id)15.5 0.21
factor(worker_id)1:factor(category_id)15.5 0
factor(worker_id)2:factor(category_id)15.5 0
factor(worker_id)-1:factor(category_id)16.5 1
factor(worker_id)0:factor(category_id)16.5 1
factor(worker_id)1:factor(category_id)16.5 0.03
factor(worker_id)2:factor(category_id)16.5 1
factor(worker_id)-1:factor(category_id)17.5 1
factor(worker_id)0:factor(category_id)17.5 1
factor(worker_id)1:factor(category_id)17.5 0
factor(worker_id)2:factor(category_id)17.5 1
factor(worker_id)-1:factor(category_id)18.5 0
factor(worker_id)0:factor(category_id)18.5 0.11
factor(worker_id)1:factor(category_id)18.5 0
factor(worker_id)2:factor(category_id)18.5 0.99
factor(worker_id)-1:factor(category_id)19.5 0.99
factor(worker_id)0:factor(category_id)19.5 1
factor(worker_id)1:factor(category_id)19.5 0
factor(worker_id)2:factor(category_id)19.5 1
factor(worker_id)-1:factor(category_id)20.5 1
factor(worker_id)0:factor(category_id)20.5 0.39
factor(worker_id)1:factor(category_id)20.5 0
factor(worker_id)2:factor(category_id)20.5 0.62
factor(worker_id)-1:factor(category_id)21.5 1
factor(worker_id)0:factor(category_id)21.5 0.96
factor(worker_id)1:factor(category_id)21.5 0
factor(worker_id)2:factor(category_id)21.5 1
factor(worker_id)-1:factor(category_id)22.5 0.05
factor(worker_id)0:factor(category_id)22.5 1
factor(worker_id)1:factor(category_id)22.5 1
factor(worker_id)2:factor(category_id)22.5 1
factor(worker_id)-1:factor(category_id)23.5 0
factor(worker_id)0:factor(category_id)23.5 1
factor(worker_id)1:factor(category_id)23.5 0
factor(worker_id)2:factor(category_id)23.5 0.97
factor(worker_id)-1:factor(category_id)24.5 0
factor(worker_id)0:factor(category_id)24.5 1
factor(worker_id)1:factor(category_id)24.5 0
factor(worker_id)2:factor(category_id)24.5 1

Significant match effect number = 93 out of 196